Monte Carlo methods for medical imaging research

In radiation-based medical imaging research, computational modeling methods are used to design and validate imaging systems and post-processing algorithms. Monte Carlo methods are widely used for the computational modeling as they can model the systems accurately and intuitively by sampling interact...

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Published inBiomedical engineering letters Vol. 14; no. 6; pp. 1195 - 1205
Main Author Lee, Hoyeon
Format Journal Article
LanguageEnglish
Published Korea The Korean Society of Medical and Biological Engineering 01.11.2024
Springer Nature B.V
Subjects
Algorithms
Biological and Medical Physics
Biomedical Engineering and Bioengineering
Biomedicine
Biophysics
Computer applications
Engineering
Medical and Radiation Physics
Medical imaging
Medical research
Monte Carlo simulation
Review
Review Article
Monte Carlo
Computational modeling
Medical imaging
Online AccessGet full text
ISSN2093-9868
2093-985X
2093-985X
DOI10.1007/s13534-024-00423-x

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Abstract In radiation-based medical imaging research, computational modeling methods are used to design and validate imaging systems and post-processing algorithms. Monte Carlo methods are widely used for the computational modeling as they can model the systems accurately and intuitively by sampling interactions between particles and imaging subject with known probability distributions. This article reviews the physics behind Monte Carlo methods, their applications in medical imaging, and available MC codes for medical imaging research. Additionally, potential research areas related to Monte Carlo for medical imaging are discussed.
AbstractList In radiation-based medical imaging research, computational modeling methods are used to design and validate imaging systems and post-processing algorithms. Monte Carlo methods are widely used for the computational modeling as they can model the systems accurately and intuitively by sampling interactions between particles and imaging subject with known probability distributions. This article reviews the physics behind Monte Carlo methods, their applications in medical imaging, and available MC codes for medical imaging research. Additionally, potential research areas related to Monte Carlo for medical imaging are discussed.
In radiation-based medical imaging research, computational modeling methods are used to design and validate imaging systems and post-processing algorithms. Monte Carlo methods are widely used for the computational modeling as they can model the systems accurately and intuitively by sampling interactions between particles and imaging subject with known probability distributions. This article reviews the physics behind Monte Carlo methods, their applications in medical imaging, and available MC codes for medical imaging research. Additionally, potential research areas related to Monte Carlo for medical imaging are discussed.In radiation-based medical imaging research, computational modeling methods are used to design and validate imaging systems and post-processing algorithms. Monte Carlo methods are widely used for the computational modeling as they can model the systems accurately and intuitively by sampling interactions between particles and imaging subject with known probability distributions. This article reviews the physics behind Monte Carlo methods, their applications in medical imaging, and available MC codes for medical imaging research. Additionally, potential research areas related to Monte Carlo for medical imaging are discussed.
Author Lee, Hoyeon
Author_xml – sequence: 1
  givenname: Hoyeon
  orcidid: 0000-0002-1165-1509
  surname: Lee
  fullname: Lee, Hoyeon
  email: hlee01@hku.hk
  organization: Department of Diagnostic Radiology and Centre of Cancer Medicine, University of Hong Kong
BackLink https://www.ncbi.nlm.nih.gov/pubmed/39465109$$D View this record in MEDLINE/PubMed
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Cites_doi 10.1088/1742-6596/489/1/012019
10.1016/j.cmpb.2013.07.030
10.1088/1361-6560/ab02cb
10.1117/122216312
10.1002/mp.15926
10.1118/1.3231824
10.1016/j.sbspro.2013.06.388
10.1002/mp.17007
10.1016/j.ejmp.2022.02.020
10.1007/s41365-018-0435-8
10.1118/1.598802
10.1002/acm2.12559
10.1016/j.nima.2004.03.117
10.1117/1.jmi.10.6.064003
10.1002/mp.12850
10.1016/j.ejmp.2020.01.004
10.1088/1361-6560/ac8c83
10.1016/j.compbiomed.2024.108045
10.1002/mp.15007
10.3389/fonc.2016.00010
10.1016/s0969-8043(02)00228-2
10.1118/1.4928676
10.1002/mp.14652
10.1118/1.4905232
10.2967/jnumed.121.262749
10.1016/j.zemedi.2020.06.006
10.1016/j.nima.2006.08.070
10.1118/1.1796952
10.1016/j.apradiso.2022.110211
10.1088/0031-9155/55/2/002
10.4103/1450-1147.174700
10.1088/0031-9155/61/10/3935
10.1118/1.3031113
10.1088/1361-6560/acc565
10.1088/1742-6596/637/1/012011
10.1016/j.meddos.2005.12.009
10.1088/1361-6560/ac43fd
10.1002/mp.12849
10.1148/radiographics.20.2.g00mc33533
10.1186/s13063-020-05002-w
10.1016/j.ejmp.2020.05.007
10.1016/j.radphyschem.2020.108814
10.1016/j.net.2020.07.010
10.1093/bib/bby043
10.1002/mp.13576
10.1093/rpd/ncu352
10.1016/j.ejmp.2021.07.018
10.12659/PJR.890745
10.1016/j.nds.2014.07.049
10.1109/trpms.2020.3033561
10.1088/1361-6560/abaa24
10.1016/j.ejmp.2018.05.021
10.1088/0031-9155/18/4/004
10.1016/j.nima.2013.05.044
10.1016/j.apradiso.2008.01.009
10.1002/mp.16689
10.1088/0031-9155/56/5/004
10.1088/1361-6560/ac1ca0
10.1088/1361-6560/ab868a
10.1016/j.ejmp.2017.02.005
10.1088/0031-9155/59/18/5225
10.1002/mp.12385
10.1016/j.ejmp.2018.06.636
10.1007/978-3-319-44141-2_7
10.1371/journal.pone.0166871
10.3389/fonc.2016.00116
10.1007/s42452-019-1201-1
10.1016/j.radphyschem.2015.11.030
10.1117/12363708
10.1109/nssmic.2008.4775089
10.1088/0031-9155/58/16/5593
10.1259/bjr.20160426
10.1148/rg.2020200021
10.1118/1.4758060
10.1016/j.radphyschem.2013.12.036
10.1063/1.4894085
10.1088/1742-6596/599/1/012042
10.1117/1.jmi.10.s2.s22404
10.1002/mp.13789
10.1002/mp.15301
10.1109/tmi.2017.2738448
10.1002/mp.14344
10.2310/7290.2013.00058
10.1117/1.jmi.7.4.042805
10.1016/j.net.2021.02.011
10.1120/jacmp.v16i2.5088
10.1038/s41598-023-32764-5
10.1001/jamanetworkopen.2018.5474
10.1016/j.cpc.2023.109008
10.1088/0031-9155/55/22/007
10.1002/mp.13305
10.1016/j.media.2019.03.013
10.1016/j.ejmp.2020.03.019
10.1088/0031-9155/54/3/016
10.1002/mp.16773
10.1088/1361-6560/ac0682
10.1088/1361-6560/ab8954
10.1118/1.594995
10.4065/mcp.2010.0260
10.1118/1.3598439
10.1016/j.softx.2020.100487
10.1016/j.radphyschem.2019.05.028
10.1118/1.4947127
10.1038/s41598-019-46620-y
10.1109/trpms.2022.3202138
10.1088/0031-9155/61/16/6055
10.1088/0031-9155/57/3/577
10.1002/mp.16910
10.1002/mp.15090
10.1002/mp.14494
10.1088/1361-6560/acbe8f
10.1088/1748-0221/4/07/p07002
10.1088/0031-9155/49/19/007
10.1088/1361-6560/ab12aa
10.1016/j.nima.2017.07.063
10.1088/1361-6560/abf276
10.1155/2022/5164970
10.1016/j.radphyschem.2024.111653
10.1186/s40658-022-00463-1
10.3327/jnst.9.551
10.1088/1361-6560/ac58dd
10.1088/0031-9155/55/16/s05
10.1007/s13139-022-00769-z
10.1088/1361-6560/aad647
10.1117/122081501
10.1088/1361-6560/aaf9b9
10.1088/0031-9155/48/17/309
10.1118/1.4928139
10.1118/1.3455287
10.3390/app11073145
10.3390/cancers14041027
10.1002/mp.14838
10.1109/23.106709
10.1002/mp.15061
10.1371/journal.pone.0184667
10.1016/s0168-9002(03)01368-8
10.1186/s40658-017-0198-z
10.1088/1361-6560/ab9fcb
10.1155/2014/343979
10.1109/nssmic.2009.5402382
10.1109/nssmic.2010.5874351
10.1118/1.598674
10.1088/0031-9155/60/17/6685
10.1088/1361-6560/ad2230
10.1109/tns.2017.2669519
10.1088/1361-6560/ab8c92
10.1088/0031-9155/51/9/010
10.1007/s10921-018-0507-z
10.1002/mp.14528
10.1093/rpd/ncw285
10.1016/j.nima.2006.08.079
10.1088/1361-6560/ab467f
10.1002/mp.16211
10.1088/0031-9155/59/24/7601
10.1016/j.cpc.2020.107779
10.1093/rpd/nch516
10.1088/1361-6501/aa666e
10.1002/mp.13274
10.1088/0031-9155/54/6/021
10.1088/1361-6560/acae15
10.1007/s11554-022-01247-7
10.1109/icseng.2008.15
10.1109/nssmic.2013.6829050
10.1109/nssmic.2003.1352
10.1117/12.2549763.
10.1109/icbbe.2010.5514746
10.1117/12.2563322
10.1109/radecs.2011.6131366
10.1007/978-3-642-59758-9_44
10.1117/12.2611606
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Keywords Monte Carlo
Computational modeling
Medical imaging
Language English
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References Lee, Choi, Kim (CR93) 2013; 726
Peng, Lu, Xu, Li, Cheng, Ni (CR46) 2022
Reinhart, Fast, Ziegenhein, Nill, Oelfke (CR26) 2016; 90
Stanley, Papanikolaou, Gutiérrez (CR10) 2015; 16
CR162
CR163
Saha, Straus, Chen, Glick (CR57) 2014; 116
di Franco, Sarno, Mettivier, Hernandez, Bliznakova, Boone (CR80) 2020; 74
Segars, Tsui, Cai, Yin, Fung, Samei (CR167) 2018; 37
Aspradakis, Morrison, Richmond, Steele (CR37) 2003; 48
Krimmer, Dauvergne, Létang, Testa (CR6) 2018; 878
Heidarloo, Aghamiri, Saghamanesh, Azma, Alaei (CR27) 2022; 96
Jia, Yan, Gu, Jiang (CR42) 2012; 57
Marin, Nunes, Coutinho, Zaniboni, Costa, Barbosa (CR25) 2020; 40
Haynor, Harrison, Lewellen, Bice, Anson, Gillispie (CR19) 1990; 37
Pappalardo, Russo, Tshinanu, Viceconti (CR77) 2019; 20
Badano, Graff, Badal, Sharma, Zeng, Samuelson (CR82) 2018; 1
OConnell, Bazalova-Carter (CR151) 2021; 48
Sakaltras, Pena, Martinez, Desco, Abella (CR63) 2023; 13
Badal, Sharma, Graff, Zeng, Badano (CR83) 2021; 261
Toussaint, Lecomte, Dussault (CR89) 2021; 5
Bert, Perez-Ponce, Bitar, Jan, Boursier, Vintache (CR156) 2013; 58
Ozoemelam, Myronakis, Harris, Arroyo, Huber, Jacobson (CR99) 2023; 50
Lalonde, Winey, Verburg, Paganetti, Sharp (CR68) 2020; 65
Sechopoulos, Ali, Badal, Badano, Boone, Kyprianou (CR172) 2015; 42
Wang, Lovelock, Chui (CR53) 1999; 26
Böhlen, Cerutti, Chin, Fassò, Ferrari, Ortega (CR110) 2014; 120
Sale, JrPM, Buck, Cullen, Fujino, Hartmann-Siantar (CR7) 1999
OConnell, Kundu, Saidaminov, Bazalova-Carter (CR97) 2023; 68
CR173
Neira, Guiu-Souto, Pais, de Llano, Fernández, Pubul (CR48) 2021; 48
Srinivasan, Mohammadi, Shepherd (CR4) 2014; 79
Wroska, Kasper, Ahmed, Andres, Bednarczyk, Gazdowicz (CR130) 2021; 88
Pan, Einstein, Kappadath, Grogg, Gomez, Alessio (CR12) 2019; 46
Brochu, Burnet, Jena, Plaistow, Parker, Thomas (CR122) 2014; 59
de Sisternes, Brankov, Zysk, Schmidt, Nishikawa, Wernick (CR171) 2015; 42
Mettivier, Sarno, Lai, Golosio, Fanti, Italiano (CR81) 2022; 14
Paredes-Pacheco, López-González, Silva-Rodríguez, Efthimiou, Niñerola-Baizán, Ruibal (CR154) 2021; 48
Vassiliev (CR9) 2016
CR164
Son, Kim, Lee, Cho (CR138) 2016
Geyer, OReilly, Lee, Long, Bolch (CR169) 2014; 59
Liu, Zhang, Zhao, OSullivan, Williamson, Webb (CR94) 2021; 48
Principi, Lu, Liu, Wang, Maslowski, Wareing (CR178) 2021; 48
Wang, Maslowski, Messmer, Lehmann, Strzelecki, Yu (CR177) 2018; 45
Sharma, Kapadia, Fu, Abadi, Segars, Samei (CR43) 2019; 64
Laal (CR1) 2013; 81
Augusto, Bauer, Bouhali, Cuccagna, Gianoli, Kozowska (CR124) 2018; 54
Holen, Vandenberghe, Staelens, Beenhouwer, Lemahieu (CR86) 2009; 54
Maslowski, Wang, Sun, Wareing, Davis, Star-Lack (CR176) 2018; 45
Sarrut, Arbor, Baudier, Borys, Etxebeste, Fuchs (CR136) 2022; 67
Peterson, Gustafsson, Ljungberg (CR59) 2017; 4
Alaei, Gerbi, Geise (CR32) 1999; 26
Moore, Ouyang, Park, Fakhri (CR73) 2006; 569
Scheins, Lenz, Pietrzyk, Shah, Lerche (CR152) 2021; 66
Kim, Lee, Suh, Cheon, Lee (CR107) 2023; 57
Badal, Badano (CR158) 2009; 2009
Momennezhad, Nasseri, Zakavi, Parach, Ghorbani, Asl (CR49) 2016; 15
Hamad (CR119) 2021; 53
Nasirzadeh, Ghal-Eh, Yazdi (CR125) 2022; 184
Tian, Segars, Dixon, Samei (CR29) 2016; 61
Alsaffar, Kieß, Sun, Simon (CR74) 2022
Kozowska, Böhlen, Cuccagna, Ferrari, Fracchiolla, Magro (CR116) 2019; 64
Stankovic, Ploeger, van Herk, Sonke (CR60) 2017; 44
Lee, Min, Lee, Pua, Sabir, Yoon (CR65) 2017; 64
Meo, Bennati, Cinti, Lanconelli, Navarria, Pani (CR128) 2009; 4
Shi, Myronakis, Hu, Morf, Rottmann, Berbeco (CR140) 2018; 63
Lin (CR21) 2010; 85
Wang, Shapiro, Yoon, Ganguly, Proano, Colbeth (CR66) 2015
Duarte, Caldeira, Soares, Silva, Janela (CR150) 2010
Koblinger, Zarand (CR39) 1973; 18
Capala, Graves, Scott, Sgouros, James, Zanzonico (CR165) 2021; 62
Wang, Maslowski, Wareing, Star-Lack, Schmidt (CR180) 2019; 46
Faddegon, Ramos-Méndez, Schuemann, McNamara, Shin, Perl (CR15) 2020; 72
Krzemien, Gajos, Kacprzak, Rakoczy, Korcyl (CR88) 2020; 11
Efthimiou, Emond, Wadhwa, Cawthorne, Tsoumpas, Thielemans (CR85) 2019; 64
Eckert, Wicklein, Herbst, Dwars, Ritschl, Kappler (CR105) 2023; 10
Battistoni, Bauer, Boehlen, Cerutti, Chin, Augusto (CR117) 2016; 6
CR64
Hippeläinen, Tenhunen, Sohlberg (CR166) 2015; 60
Alfuraih, Kadri, Alzimami (CR129) 2018; 29
Gifford, Horton, Wareing, Failla, Mourtada (CR174) 2006; 51
CR61
Baptista, Maria, Oliveira, Matela, Janeiro, Almeida (CR51) 2014; 104
CR142
Zeraatkar, Farahani, Rahmim, Sarkar, Ay (CR95) 2016; 43
Roth, Larsson, Ljungberg, Gleisner (CR98) 2022; 9
Jan, Santin, Strul, Staelens, Assié, Autret (CR135) 2004; 49
Abadi, Segars, Tsui, Kinahan, Bottenus, Frangi (CR79) 2020; 7
Papadimitroulas (CR34) 2017; 41
Maier, Leinweber, Sawall, Stoschus, Ballach, Müller (CR76) 2017; 28
Hussain, Mubeen, Ullah, Shah, Khan, Zahoor (CR2) 2022; 2022
van der Heyden, Uray, Fonseca, Huber, Us, Messner (CR160) 2020; 65
Lee, Gregor, Osborne (CR143) 2013
Steinschaden, Brunner, Dichtl, Fuchs, Georg, Hirtl (CR149) 2015; 599
Treb, Li (CR23) 2020; 47
Heidarloo, Aghamiri, Saghamanesh, Azma, Alaei (CR31) 2021
Graves, Tiwari, Sunderland (CR28) 2020; 61
Van, Dewaraja, Niedbala, Rosebush, Kazmierski, Hubers (CR54) 2023; 50
Huang, Chu, Lin, Lin, Hsieh (CR35) 2002; 57
CR113
Lee, Lodwick, Hurtado, Pafundi, Williams, Bolch (CR168) 2010; 55
Badano (CR78) 2021; 22
CR111
Zhang, Staelens, Holen, Beenhouwer, Verhaeghe, Kawrakow (CR56) 2010; 37
Maier, Eulig, Vöth, Knaup, Kuntz, Sawall (CR70) 2019; 46
Herraiz, Lopez-Montes, Badal (CR159) 2024; 296
España, Herraiz, Vicente, Vaquero, Desco, Udias (CR161) 2009; 54
Correa, Souza, Silva, Lopes, Yoriyaz (CR40) 2008; 66
MacFarlane (CR13) 2006; 34
Spezi, Downes, Radu, Jarvis (CR121) 2009; 36
Principi, Wang, Maslowski, Wareing, Jordan, Schmidt (CR179) 2020; 47
Constantin, Perl, LoSasso, Salop, Whittum, Narula (CR114) 2011; 38
Somasundaram, Artz, Brady (CR120) 2019; 20
Niu, Xu, Ren, Gao, Luo, Teng (CR175) 2024; 170
Haneefa, Cyriac, Musthafa, Raman, Hridya, Siddhartha (CR112) 2014; 2014
Häggström, Schmidtlein, Campanella, Fuchs (CR102) 2019; 54
Morin, Gillis, Chen, Aubin, Bucci, Roach (CR3) 2006; 31
Jacques, McNutt (CR36) 2014; 489
Jiang, Paganetti (CR118) 2004; 31
Neira, Guiu-Souto, Díaz-Botana, Pais, Fernández, Pubul (CR47) 2020; 47
Cho, Lim, Kim, Wi, Kwon, Youn (CR62) 2020; 70
Maier, Sawall, Knaup, Kachelrieß (CR69) 2018; 37
Wang, Li, Xu, Kuang (CR137) 2024; 51
Zhang, Ye, Chen, Perkins, Rose, Sidky (CR92) 2016; 61
CR126
Perl, Shin, Schümann, Faddegon, Paganetti (CR14) 2012; 39
Shim, Kolditz, Steiding, Ruth, Hoetker, Unkelbach (CR44) 2023; 50
Massera, Tomal, Thomson (CR52) 2023
CR84
Ahmed, Chacon, Rutherford, Akamatsu, Mohammadi, Nishikido (CR127) 2020; 65
Bertolet, Wehrenberg-Klee, Bobi, Grassberger, Perl, Paganetti (CR38) 2021
CR123
Salvadó, López, Morant, Calzado (CR41) 2005; 114
Mainegra-Hing, Kawrakow (CR17) 2010; 55
Rannou, Vega-Acevedo, Bitar (CR155) 2013; 112
Lee, Hwang, Kim, Lee (CR106) 2019; 9
Staelens, Beenhouwer, Kruecker, Maigne, Rannou, Ferrer (CR18) 2006; 569
Kim, Lee, Seong, Lee, Jang, Choi (CR71) 2015; 42
Zhang, Wang, Qi, Abbaszadeh (CR90) 2020; 65
CR11
Liu, Li, Huang, Qiu, Yang, Guo (CR139) 2024; 51
Zhuo, Lu, Hua, Liu, Zhang, Hao (CR101) 2023; 68
Yu, Wang, Hu, Liu (CR91) 2016; 11
Graff (CR170) 2016
Nazemi, Six, Iuso, Samber, Sijbers, Beenhouwer (CR75) 2021; 11
Shi, Myronakis, Jacobson, Lehmann, Ferguson, Baturin (CR141) 2020; 65
Torres-Tramon, Vega-Acevedo, Rannou (CR153) 2010; 1
Sun, Star-Lack (CR67) 2010; 55
Sarno, Mettivier, Tucciariello, Bliznakova, Boone, Sechopoulos (CR45) 2018; 51
Nguyen, Goorden, Ramakers, Beekman (CR58) 2021; 66
Assié, Breton, Buvat, Comtat, Jan, Krieguer (CR147) 2004; 527
Shakirin, Braess, Fiedler, Kunath, Laube, Parodi (CR5) 2011; 56
Vidal, Gabriela (CR134) 2008; 2008
Tiwari, Graves, Sunderland (CR33) 2019; 60
Saaidi, Zeghari, Moursli (CR146) 2024; 218
Kim, Hong, Cho, Park, Min, Hwang (CR148) 2021; 53
Toohey, Stabin, Watson (CR24) 2000; 20
Vagena, Stoulos, Manolopoulou (CR115) 2016; 120
Agarwal, Mhatre, Patra, Chaudhury, Goswami (CR55) 2019; 1
Duan, Sahu, Huang, Zhao (CR100) 2023; 10
Karpetas, Michail, Fountos, Valais, Nikolopoulos, Kandarakis (CR87) 2015; 637
Razani (CR8) 1972; 9
Shi, Myronakis, Hu, Jacobson, Lehmann, Fueglistaller (CR20) 2019; 64
Bayerlein, Spencer, Leung, Omidvari, Abdelhafez, Wang (CR72) 2024; 69
Pinto, Dauvergne, Freud, Krimmer, Létang, Testa (CR131) 2016; 6
Sarrut, Baa, Bardiès, Bert, Chauvin, Chatzipapas (CR144) 2021
Badal, Badano (CR157) 2009; 36
Rodrigues, Magalhaes, Braz (CR50) 2014; 167
CR104
Agostinelli, Allison, Amako, Apostolakis, Araujo, Arce (CR108) 2003; 506
Silva, Denyak, Schelin, Hoff, Paschuk, Setti (CR133) 2020; 167
Lee, Cheon, Feld, Grogg, Perl, Ramos-Méndez (CR16) 2023; 68
Shope, Gagne, Johnson (CR22) 1981; 8
Cui, Liu, Wang, Liu (CR103) 2017; 12
Dedes, Dickmann, Giacometti, Rit, Krah, Meyer (CR96) 2022; 32
Graves, Flynn, Hyer (CR30) 2019; 46
CR109
Silva, Denyak, Hoff, Paschuk, Schelin, Setti (CR132) 2020; 172
Razdevek, Pestotnik, Krian, Korpar, Consuegra, Seljak (CR145) 2023; 7
B van der Heyden (423_CR160) 2020; 65
A Badal (423_CR83) 2021; 261
J Maier (423_CR76) 2017; 28
423_CR173
Z Zhang (423_CR92) 2016; 61
FP Vidal (423_CR134) 2008; 2008
S Staelens (423_CR18) 2006; 569
P Alaei (423_CR32) 1999; 26
SCA Correa (423_CR40) 2008; 66
MS Lee (423_CR106) 2019; 9
KM Kim (423_CR107) 2023; 57
Z Peng (423_CR46) 2022
E Nazemi (423_CR75) 2021; 11
M Shi (423_CR141) 2020; 65
M Pinto (423_CR131) 2016; 6
SL Meo (423_CR128) 2009; 4
JJ Scheins (423_CR152) 2021; 66
S Principi (423_CR179) 2020; 47
M Laal (423_CR1) 2013; 81
A Alsaffar (423_CR74) 2022
M Baptista (423_CR51) 2014; 104
J Maier (423_CR70) 2019; 46
H Lee (423_CR65) 2017; 64
A Wang (423_CR180) 2019; 46
423_CR84
423_CR163
423_CR162
WS Kozowska (423_CR116) 2019; 64
B Faddegon (423_CR15) 2020; 72
423_CR164
A Wang (423_CR177) 2018; 45
A Lalonde (423_CR68) 2020; 65
L Wang (423_CR53) 1999; 26
A Badal (423_CR158) 2009; 2009
I Sechopoulos (423_CR172) 2015; 42
A Wroska (423_CR130) 2021; 88
O Morin (423_CR3) 2006; 31
S Shim (423_CR44) 2023; 50
S Cho (423_CR62) 2020; 70
KA Haneefa (423_CR112) 2014; 2014
L Rodrigues (423_CR50) 2014; 167
R Bayerlein (423_CR72) 2024; 69
FR Rannou (423_CR155) 2013; 112
M Peterson (423_CR59) 2017; 4
E Spezi (423_CR121) 2009; 36
K Kim (423_CR71) 2015; 42
MKh Hamad (423_CR119) 2021; 53
A Wang (423_CR66) 2015
Y Liu (423_CR139) 2024; 51
MM Aspradakis (423_CR37) 2003; 48
423_CR111
F di Franco (423_CR80) 2020; 74
423_CR113
JFG Marin (423_CR25) 2020; 40
EC Lin (423_CR21) 2010; 85
423_CR11
P Torres-Tramon (423_CR153) 2010; 1
423_CR109
J Krimmer (423_CR6) 2018; 878
A Bertolet (423_CR38) 2021
S Sharma (423_CR43) 2019; 64
G Razdevek (423_CR145) 2023; 7
X Duan (423_CR100) 2023; 10
KA Gifford (423_CR174) 2006; 51
F Pappalardo (423_CR77) 2019; 20
S Lee (423_CR93) 2013; 726
WP Segars (423_CR167) 2018; 37
A Tiwari (423_CR33) 2019; 60
J Perl (423_CR14) 2012; 39
R Jacques (423_CR36) 2014; 489
423_CR104
J OConnell (423_CR151) 2021; 48
SA Graves (423_CR30) 2019; 46
M Salvadó (423_CR41) 2005; 114
B Van (423_CR54) 2023; 50
M Kim (423_CR148) 2021; 53
S Principi (423_CR178) 2021; 48
L Koblinger (423_CR39) 1973; 18
J Cui (423_CR103) 2017; 12
X Yu (423_CR91) 2016; 11
A Razani (423_CR8) 1972; 9
P Papadimitroulas (423_CR34) 2017; 41
E Hippeläinen (423_CR166) 2015; 60
N Efthimiou (423_CR85) 2019; 64
D Roth (423_CR98) 2022; 9
T Pan (423_CR12) 2019; 46
IC Duarte (423_CR150) 2010
TB Shope (423_CR22) 1981; 8
G Dedes (423_CR96) 2022; 32
G Shakirin (423_CR5) 2011; 56
N Sakaltras (423_CR63) 2023; 13
CR MacFarlane (423_CR13) 2006; 34
E Vagena (423_CR115) 2016; 120
T Niu (423_CR175) 2024; 170
L Zhang (423_CR56) 2010; 37
I Häggström (423_CR102) 2019; 54
E Abadi (423_CR79) 2020; 7
TT Böhlen (423_CR110) 2014; 120
E Somasundaram (423_CR120) 2019; 20
S Hussain (423_CR2) 2022; 2022
N Heidarloo (423_CR27) 2022; 96
K Treb (423_CR23) 2020; 47
SC Moore (423_CR73) 2006; 569
H Zhang (423_CR90) 2020; 65
DR Haynor (423_CR19) 1990; 37
J Capala (423_CR165) 2021; 62
U Stankovic (423_CR60) 2017; 44
X Zhuo (423_CR101) 2023; 68
A Maslowski (423_CR176) 2018; 45
G Mettivier (423_CR81) 2022; 14
J Paredes-Pacheco (423_CR154) 2021; 48
423_CR123
S España (423_CR161) 2009; 54
ON Vassiliev (423_CR9) 2016
M Shi (423_CR20) 2019; 64
W Krzemien (423_CR88) 2020; 11
Y Nasirzadeh (423_CR125) 2022; 184
423_CR126
E Mainegra-Hing (423_CR17) 2010; 55
AM Geyer (423_CR169) 2014; 59
S Graves (423_CR28) 2020; 61
R Saaidi (423_CR146) 2024; 218
H Wang (423_CR137) 2024; 51
A Badano (423_CR82) 2018; 1
H Jiang (423_CR118) 2004; 31
K Son (423_CR138) 2016
A Badano (423_CR78) 2021; 22
GE Karpetas (423_CR87) 2015; 637
M Momennezhad (423_CR49) 2016; 15
RS Augusto (423_CR124) 2018; 54
D Steinschaden (423_CR149) 2015; 599
M Shi (423_CR140) 2018; 63
R Liu (423_CR94) 2021; 48
D Eckert (423_CR105) 2023; 10
L de Sisternes (423_CR171) 2015; 42
S Agostinelli (423_CR108) 2003; 506
S Neira (423_CR48) 2021; 48
M Sun (423_CR67) 2010; 55
KE Sale (423_CR7) 1999
A Badal (423_CR157) 2009; 36
M Constantin (423_CR114) 2011; 38
MP Nguyen (423_CR58) 2021; 66
RV Holen (423_CR86) 2009; 54
JL Herraiz (423_CR159) 2024; 296
J Bert (423_CR156) 2013; 58
N Zeraatkar (423_CR95) 2016; 43
K Saha (423_CR57) 2014; 116
H Lee (423_CR16) 2023; 68
X Tian (423_CR29) 2016; 61
423_CR64
423_CR61
I Ozoemelam (423_CR99) 2023; 50
AM Reinhart (423_CR26) 2016; 90
C-Y Huang (423_CR35) 2002; 57
S Jan (423_CR135) 2004; 49
S Lee (423_CR143) 2013
N Heidarloo (423_CR31) 2021
RCL Silva (423_CR133) 2020; 167
423_CR142
C Agarwal (423_CR55) 2019; 1
AM Ahmed (423_CR127) 2020; 65
J OConnell (423_CR97) 2023; 68
FM Brochu (423_CR122) 2014; 59
G Battistoni (423_CR117) 2016; 6
DN Stanley (423_CR10) 2015; 16
A Alfuraih (423_CR129) 2018; 29
RCL Silva (423_CR132) 2020; 172
M Toussaint (423_CR89) 2021; 5
D Sarrut (423_CR144) 2021
RE Toohey (423_CR24) 2000; 20
C Lee (423_CR168) 2010; 55
J Maier (423_CR69) 2018; 37
K Assié (423_CR147) 2004; 527
S Neira (423_CR47) 2020; 47
D Sarrut (423_CR136) 2022; 67
K Srinivasan (423_CR4) 2014; 79
X Jia (423_CR42) 2012; 57
RT Massera (423_CR52) 2023
A Sarno (423_CR45) 2018; 51
CG Graff (423_CR170) 2016
References_xml – volume: 489
  start-page: 012019
  year: 2014
  ident: CR36
  article-title: An improved method of heterogeneity compensation for the convolution/superposition algorithm
  publication-title: J Phys Conf Ser
  doi: 10.1088/1742-6596/489/1/012019
– ident: CR173
– volume: 112
  start-page: 673
  year: 2013
  end-page: 683
  ident: CR155
  article-title: A parallel computational model for GATE simulations
  publication-title: Comput Methods Programs Biomed
  doi: 10.1016/j.cmpb.2013.07.030
– volume: 64
  start-page: 075012
  year: 2019
  ident: CR116
  article-title: FLUKA particle therapy tool for Monte Carlo independent calculation of scanned proton and carbon ion beam therapy
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab02cb
– year: 2016
  ident: CR170
  article-title: A new open-source multi-modality digital breast phantom
  publication-title: Proc Spie
  doi: 10.1117/122216312
– volume: 50
  start-page: 540
  year: 2023
  end-page: 556
  ident: CR54
  article-title: Experimental validation of Monte Carlo dosimetry for therapeutic beta emitters with radiochromic film in a 3D-printed phantom
  publication-title: Med Phys
  doi: 10.1002/mp.15926
– volume: 36
  start-page: 4878
  year: 2009
  end-page: 4880
  ident: CR157
  article-title: Accelerating Monte Carlo simulations of photon transport in a voxelized geometry using a massively parallel graphics processing unit
  publication-title: Med Phys
  doi: 10.1118/1.3231824
– volume: 81
  start-page: 60
  year: 2013
  end-page: 64
  ident: CR1
  article-title: Innovation process in medical imaging
  publication-title: Proc Soc Behav Sci
  doi: 10.1016/j.sbspro.2013.06.388
– volume: 51
  start-page: 2941
  year: 2024
  end-page: 2954
  ident: CR137
  article-title: PET/SPECT/spectral-CT/CBCT imaging in a small-animal radiation therapy platform: a Monte Carlo study?Part I: quad-modal imaging
  publication-title: Med Phys
  doi: 10.1002/mp.17007
– volume: 96
  start-page: 54
  year: 2022
  end-page: 61
  ident: CR27
  article-title: A novel analytical method for computing dose from kilovoltage beams used in image-guided radiation therapy
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2022.02.020
– volume: 29
  start-page: 105
  year: 2018
  ident: CR129
  article-title: Investigation of SPECT/CT cardiac imaging using Geant4
  publication-title: Nucl Sci Tech
  doi: 10.1007/s41365-018-0435-8
– volume: 26
  start-page: 2626
  year: 1999
  end-page: 2634
  ident: CR53
  article-title: Experimental verification of a CT-based Monte Carlo dose-calculation method in heterogeneous phantoms
  publication-title: Med Phys
  doi: 10.1118/1.598802
– volume: 20
  start-page: 132
  year: 2019
  end-page: 147
  ident: CR120
  article-title: Development and validation of an open source Monte Carlo dosimetry model for wide-beam CT scanners using Fluka
  publication-title: J Appl Clin Med Phys
  doi: 10.1002/acm2.12559
– volume: 527
  start-page: 180
  year: 2004
  end-page: 189
  ident: CR147
  article-title: Monte Carlo simulation in PET and SPECT instrumentation using GATE
  publication-title: Nucl Instruments Methods Phys Res Sect Accel Spectrometers Detect Assoc Equip
  doi: 10.1016/j.nima.2004.03.117
– volume: 10
  start-page: 064003
  year: 2023
  end-page: 064003
  ident: CR105
  article-title: Deep learning based tomosynthesis denoising: a bias investigation across different breast types
  publication-title: J Med Imaging
  doi: 10.1117/1.jmi.10.6.064003
– volume: 45
  start-page: 1899
  year: 2018
  end-page: 1913
  ident: CR176
  article-title: Acuros CTS: a fast, linear boltzmann transport equation solver for computed tomography scatter?Part I: core algorithms and validation
  publication-title: Med Phys
  doi: 10.1002/mp.12850
– volume: 70
  start-page: 1
  year: 2020
  end-page: 9
  ident: CR62
  article-title: Enhancement of soft-tissue contrast in cone-beam CT using an anti-scatter grid with a sparse sampling approach
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2020.01.004
– volume: 67
  start-page: 184001
  year: 2022
  ident: CR136
  article-title: The OpenGATE ecosystem for Monte Carlo simulation in medical physics
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac8c83
– volume: 170
  start-page: 108045
  year: 2024
  ident: CR175
  article-title: UBES: unified scatter correction using ultrafast boltzmann equation solver for conebeam CT
  publication-title: Comput Biol Med
  doi: 10.1016/j.compbiomed.2024.108045
– volume: 48
  start-page: 4448
  year: 2021
  end-page: 4458
  ident: CR151
  article-title: fastCAT: fast cone beam CT (CBCT) simulation
  publication-title: Med Phys
  doi: 10.1002/mp.15007
– volume: 6
  start-page: 10
  year: 2016
  ident: CR131
  article-title: Assessment of Geant4 prompt-gamma emission yields in the context of proton therapy monitoring
  publication-title: Front Oncol
  doi: 10.3389/fonc.2016.00010
– volume: 57
  start-page: 825
  year: 2002
  end-page: 830
  ident: CR35
  article-title: Accuracy of the convolution/superposition dose calculation algorithm at the condition of electron disequilibrium
  publication-title: Appl Radiat Isot
  doi: 10.1016/s0969-8043(02)00228-2
– volume: 42
  start-page: 5679
  year: 2015
  end-page: 5691
  ident: CR172
  article-title: Monte Carlo reference data sets for imaging research: executive summary of the report of AAPM research committee task group 195
  publication-title: Med Phys
  doi: 10.1118/1.4928676
– volume: 48
  start-page: 852
  year: 2021
  end-page: 870
  ident: CR94
  article-title: Impact of bowtie filter and detector collimation on multislice CT scatter profiles: a simulation study
  publication-title: Med Phys
  doi: 10.1002/mp.14652
– ident: CR11
– volume: 42
  start-page: 1098
  year: 2015
  end-page: 1118
  ident: CR171
  article-title: A computational model to generate simulated three-dimensional breast masses
  publication-title: Med Phys
  doi: 10.1118/1.4905232
– volume: 62
  start-page: 3S
  year: 2021
  end-page: 11S
  ident: CR165
  article-title: Dosimetry for radiopharmaceutical therapy: current practices and commercial resources
  publication-title: J Nucl Med
  doi: 10.2967/jnumed.121.262749
– volume: 32
  start-page: 23
  year: 2022
  end-page: 38
  ident: CR96
  article-title: The role of Monte Carlo simulation in understanding the performance of proton computed tomography
  publication-title: Z für Med Phys
  doi: 10.1016/j.zemedi.2020.06.006
– volume: 569
  start-page: 341
  year: 2006
  end-page: 345
  ident: CR18
  article-title: GATE: Improving the computational efficiency
  publication-title: Nucl Instrum Methods Phys Res Sect A: Accel Spectrometers, Detect Assoc Equip
  doi: 10.1016/j.nima.2006.08.070
– volume: 60
  start-page: 274
  year: 2019
  ident: CR33
  article-title: Measurements of dose point kernels using GATE Monte Carlo toolkit for personalized convolution dosimetry
  publication-title: J Nucl Med
– volume: 31
  start-page: 2811
  year: 2004
  end-page: 2818
  ident: CR118
  article-title: Adaptation of GEANT4 to Monte Carlo dose calculations based on CT data
  publication-title: Med Phys
  doi: 10.1118/1.1796952
– volume: 184
  start-page: 110211
  year: 2022
  ident: CR125
  article-title: Modeling GE advance PET-scanner using FLUKA simulation code
  publication-title: Appl Radiat Isot
  doi: 10.1016/j.apradiso.2022.110211
– volume: 55
  start-page: 339
  year: 2010
  end-page: 363
  ident: CR168
  article-title: The UF family of reference hybrid phantoms for computational radiation dosimetry
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/55/2/002
– volume: 15
  start-page: 114
  year: 2016
  end-page: 123
  ident: CR49
  article-title: A 3D Monte Carlo method for estimation of patient-specific internal organs absorbed dose for 99m Tc-hynic-Tyr 3 -octreotide imaging
  publication-title: World J Nucl Med
  doi: 10.4103/1450-1147.174700
– volume: 61
  start-page: 3935
  year: 2016
  end-page: 3954
  ident: CR29
  article-title: Convolution-based estimation of organ dose in tube current modulated CT
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/61/10/3935
– volume: 36
  start-page: 127
  year: 2009
  end-page: 136
  ident: CR121
  article-title: Monte Carlo simulation of an X-ray volume imaging cone beam CT unit
  publication-title: Med Phys
  doi: 10.1118/1.3031113
– volume: 68
  start-page: 084001
  year: 2023
  ident: CR16
  article-title: TOPAS-imaging: extensions to the TOPAS simulation toolkit for medical imaging systems
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/acc565
– volume: 637
  start-page: 012011
  year: 2015
  ident: CR87
  article-title: Influence of iterative reconstruction algorithms on PET image resolution
  publication-title: J Phys Conf Ser
  doi: 10.1088/1742-6596/637/1/012011
– ident: CR109
– volume: 31
  start-page: 51
  year: 2006
  end-page: 61
  ident: CR3
  article-title: Megavoltage cone-beam CT: system description and clinical applications
  publication-title: Med Dosim
  doi: 10.1016/j.meddos.2005.12.009
– year: 2021
  ident: CR38
  article-title: Pre- and post-treatment image-based dosimetry in 90Y-microsphere radioembolization using the TOPAS Monte Carlo toolkit
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac43fd
– ident: CR164
– volume: 45
  start-page: 1914
  year: 2018
  end-page: 1925
  ident: CR177
  article-title: Acuros CTS: a fast, linear boltzmann transport equation solver for computed tomography scatter?part II: system modeling, scatter correction, and optimization
  publication-title: Med Phys
  doi: 10.1002/mp.12849
– volume: 20
  start-page: 533
  year: 2000
  end-page: 546
  ident: CR24
  article-title: The AAPM/RSNA physics tutorial for residents
  publication-title: Radiographics
  doi: 10.1148/radiographics.20.2.g00mc33533
– ident: CR126
– volume: 22
  start-page: 64
  year: 2021
  ident: CR78
  article-title: In silico imaging clinical trials: cheaper, faster, better, safer, and more scalable
  publication-title: Trials
  doi: 10.1186/s13063-020-05002-w
– volume: 74
  start-page: 133
  year: 2020
  end-page: 142
  ident: CR80
  article-title: GEANT4 Monte Carlo simulations for virtual clinical trials in breast X-ray imaging: proof of concept
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2020.05.007
– volume: 172
  start-page: 108814
  year: 2020
  ident: CR132
  article-title: GEANT4 simulation in proton medical imaging: a transport models comparison
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2020.108814
– volume: 53
  start-page: 626
  year: 2021
  end-page: 636
  ident: CR148
  article-title: Design of a scintillator-based prompt gamma camera for boron-neutron capture therapy: comparison of SrI2 and GAGG using monte-carlo simulation
  publication-title: Nucl Eng Technol
  doi: 10.1016/j.net.2020.07.010
– volume: 20
  start-page: 1699
  year: 2019
  end-page: 1708
  ident: CR77
  article-title: In silico clinical trials: concepts and early adoptions
  publication-title: Brief Bioinform
  doi: 10.1093/bib/bby043
– volume: 46
  start-page: 3025
  year: 2019
  end-page: 3033
  ident: CR12
  article-title: Performance evaluation of the 5-ring GE Discovery MI PET/CT system using the national electrical manufacturers association NU 2?2012 Standard
  publication-title: Méd Phys
  doi: 10.1002/mp.13576
– volume: 167
  start-page: 576
  year: 2014
  end-page: 583
  ident: CR50
  article-title: Monte Carlo simulation for the estimation of the glandular breast dose for a digital breast tomosynthesis system
  publication-title: Radiat Prot Dosim
  doi: 10.1093/rpd/ncu352
– volume: 88
  start-page: 250
  year: 2021
  end-page: 261
  ident: CR130
  article-title: Prompt-gamma emission in GEANT4 revisited and confronted with experiment
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2021.07.018
– volume: 79
  start-page: 181
  year: 2014
  end-page: 193
  ident: CR4
  article-title: Applications of linac-mounted kilovoltage cone-beam computed tomography in modern radiation therapy: a review
  publication-title: Pol J Radiol
  doi: 10.12659/PJR.890745
– volume: 120
  start-page: 211
  year: 2014
  end-page: 214
  ident: CR110
  article-title: The FLUKA code: developments and challenges for high energy and medical applications
  publication-title: Nucl Data Sheets
  doi: 10.1016/j.nds.2014.07.049
– volume: 5
  start-page: 729
  year: 2021
  end-page: 737
  ident: CR89
  article-title: Improvement of spatial resolution with iterative PET reconstruction using ultrafast TOF
  publication-title: IEEE Trans Radiat Plasma Med Sci
  doi: 10.1109/trpms.2020.3033561
– volume: 65
  start-page: 235051
  year: 2020
  ident: CR127
  article-title: A validated Geant4 model of a whole-body PET scanner with four-layer DOI detectors
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/abaa24
– volume: 34
  start-page: 18
  year: 2006
  end-page: 24
  ident: CR13
  article-title: Radiologists AC of. ACR accreditation of nuclear medicine and PET imaging departments
  publication-title: J Nucl Med Technol
– volume: 51
  start-page: 99
  year: 2018
  end-page: 107
  ident: CR45
  article-title: Monte Carlo evaluation of glandular dose in cone-beam X-ray computed tomography dedicated to the breast: homogeneous and heterogeneous breast models
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2018.05.021
– volume: 18
  start-page: 518
  year: 1973
  end-page: 531
  ident: CR39
  article-title: Monte Carlo calculations on chest X-ray examinations for the determination of the absorbed dose and image quality
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/18/4/004
– volume: 726
  start-page: 175
  year: 2013
  end-page: 180
  ident: CR93
  article-title: A simulation study of high-resolution X-ray computed tomography imaging using irregular sampling with a photon-counting detector
  publication-title: Nucl Instrum Methods Phys Res Sect A: Accel, Spectrometers, Detect Assoc Equip
  doi: 10.1016/j.nima.2013.05.044
– volume: 66
  start-page: 1213
  year: 2008
  end-page: 1217
  ident: CR40
  article-title: Dose?image quality study in digital chest radiography using Monte Carlo simulation
  publication-title: Appl Radiat Isot
  doi: 10.1016/j.apradiso.2008.01.009
– volume: 50
  start-page: 5944
  year: 2023
  end-page: 5955
  ident: CR99
  article-title: Monte Carlo model of a prototype flat-panel detector for multi-energy applications in radiotherapy
  publication-title: Med Phys
  doi: 10.1002/mp.16689
– volume: 56
  start-page: 1281
  year: 2011
  end-page: 1298
  ident: CR5
  article-title: Implementation and workflow for PET monitoring of therapeutic ion irradiation: a comparison of in-beam, in-room, and off-line techniques
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/56/5/004
– volume: 66
  start-page: 185001
  year: 2021
  ident: CR152
  article-title: High-throughput, accurate Monte Carlo simulation on CPU hardware for PET applications
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac1ca0
– volume: 65
  start-page: 135004
  year: 2020
  ident: CR141
  article-title: A rapid, accurate image simulation strategy for mega-voltage cone-beam computed tomography
  publication-title: Phys Medicine Biology
  doi: 10.1088/1361-6560/ab868a
– volume: 41
  start-page: 136
  year: 2017
  end-page: 140
  ident: CR34
  article-title: Dosimetry applications in GATE Monte Carlo toolkit
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2017.02.005
– volume: 59
  start-page: 5225
  year: 2014
  end-page: 5242
  ident: CR169
  article-title: The UF/NCI family of hybrid computational phantoms representing the current US population of male and female children, adolescents, and adults?application to CT dosimetry
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/59/18/5225
– volume: 44
  start-page: 4437
  year: 2017
  end-page: 4451
  ident: CR60
  article-title: Optimal combination of anti-scatter grids and software correction for CBCT imaging
  publication-title: Med Phys
  doi: 10.1002/mp.12385
– volume: 54
  start-page: 189
  year: 2018
  end-page: 199
  ident: CR124
  article-title: An overview of recent developments in FLUKA PET tools
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2018.06.636
– year: 2016
  ident: CR9
  article-title: Monte Carlo methods for radiation transport, fundamentals and advanced topics
  publication-title: Biol Med Phys Biomed Eng
  doi: 10.1007/978-3-319-44141-2_7
– ident: CR123
– volume: 11
  start-page: 0166871
  year: 2016
  ident: CR91
  article-title: Low dose PET image reconstruction with total variation using alternating direction method
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0166871
– volume: 6
  start-page: 116
  year: 2016
  ident: CR117
  article-title: The FLUKA Code: an accurate simulation tool for particle therapy
  publication-title: Front Oncol
  doi: 10.3389/fonc.2016.00116
– ident: CR142
– volume: 1
  start-page: 1157
  year: 2019
  ident: CR55
  article-title: Algebraic reconstruction technique combined with Monte Carlo method for weight matrix calculation in gamma ray transmission tomography
  publication-title: SN Appl Sci
  doi: 10.1007/s42452-019-1201-1
– volume: 120
  start-page: 89
  year: 2016
  end-page: 97
  ident: CR115
  article-title: Geant4 simulations on medical Linac operation at 18MV: experimental validation based on activation foils
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2015.11.030
– year: 1999
  ident: CR7
  article-title: Applications of the Monte Carlo radiation transport toolkit at LLNL
  publication-title: Radiat Sources Radiat Interact
  doi: 10.1117/12363708
– volume: 2008
  start-page: 3497
  year: 2008
  end-page: 3498
  ident: CR134
  article-title: Geant4 validation on mammography applications
  publication-title: IEEE Nucl Sci Symp Conf Rec
  doi: 10.1109/nssmic.2008.4775089
– volume: 58
  start-page: 5593
  year: 2013
  end-page: 5611
  ident: CR156
  article-title: Geant4-based Monte Carlo simulations on GPU for medical applications
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/58/16/5593
– volume: 90
  start-page: 20160426
  year: 2016
  ident: CR26
  article-title: A kernel-based dose calculation algorithm for kV photon beams with explicit handling of energy and material dependencies
  publication-title: Br J Radiol
  doi: 10.1259/bjr.20160426
– volume: 40
  start-page: 1715
  year: 2020
  end-page: 1740
  ident: CR25
  article-title: Theranostics in nuclear medicine: emerging and re-emerging integrated imaging and therapies in the era of precision oncology
  publication-title: Radiographics
  doi: 10.1148/rg.2020200021
– volume: 39
  start-page: 6818
  year: 2012
  end-page: 6837
  ident: CR14
  article-title: TOPAS: an innovative proton Monte Carlo platform for research and clinical applications
  publication-title: Med Phys
  doi: 10.1118/1.4758060
– volume: 104
  start-page: 158
  year: 2014
  end-page: 162
  ident: CR51
  article-title: Image quality and dose assessment in digital breast tomosynthesis: a Monte Carlo study
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2013.12.036
– volume: 116
  start-page: 084903
  year: 2014
  ident: CR57
  article-title: Iterative reconstruction using a Monte Carlo based system transfer matrix for dedicated breast positron emission tomography
  publication-title: J Appl Phys
  doi: 10.1063/1.4894085
– volume: 599
  start-page: 012042
  year: 2015
  ident: CR149
  article-title: Investigation of prompt ? ray emission for online monitoring in ion therapy
  publication-title: J Phys: Conf Ser
  doi: 10.1088/1742-6596/599/1/012042
– ident: CR162
– volume: 10
  start-page: S22404
  year: 2023
  end-page: S22404
  ident: CR100
  article-title: Deep-learning convolutional neural network-based scatter correction for contrast enhanced digital breast tomosynthesis in both cranio-caudal and mediolateral-oblique views
  publication-title: J Med Imaging
  doi: 10.1117/1.jmi.10.s2.s22404
– volume: 61
  start-page: 535
  year: 2020
  ident: CR28
  article-title: Collapsed-cone convolution superposition for improved accuracy of voxelwise dosimetry
  publication-title: J Nucl Med
– volume: 46
  start-page: 5284
  year: 2019
  end-page: 5293
  ident: CR30
  article-title: Dose point kernels for 2,174 radionuclides
  publication-title: Med Phys
  doi: 10.1002/mp.13789
– volume: 48
  start-page: 8075
  year: 2021
  end-page: 8088
  ident: CR178
  article-title: Validation of a deterministic linear boltzmann transport equation solver for rapid CT dose computation using physical dose measurements in pediatric phantoms
  publication-title: Med Phys
  doi: 10.1002/mp.15301
– volume: 37
  start-page: 680
  year: 2018
  end-page: 692
  ident: CR167
  article-title: Application of the 4-D XCAT phantoms in biomedical imaging and beyond
  publication-title: IEEE Trans Med Imaging
  doi: 10.1109/tmi.2017.2738448
– volume: 47
  start-page: 4574
  year: 2020
  end-page: 4588
  ident: CR47
  article-title: Quantification of internal dosimetry in PET patients: individualized Monte Carlo vs generic phantom-based calculations
  publication-title: Med Phys
  doi: 10.1002/mp.14344
– year: 2013
  ident: CR143
  article-title: Development and validation of a complete GATE model of the siemens inveon trimodal imaging platform
  publication-title: Mol Imaging
  doi: 10.2310/7290.2013.00058
– volume: 7
  start-page: 042805
  year: 2020
  end-page: 042805
  ident: CR79
  article-title: Virtual clinical trials in medical imaging: a review
  publication-title: J Med Imaging
  doi: 10.1117/1.jmi.7.4.042805
– volume: 53
  start-page: 2767
  year: 2021
  end-page: 2773
  ident: CR119
  article-title: Bragg-curve simulation of carbon-ion beams for particle-therapy applications: a study with the GEANT4 toolkit
  publication-title: Nucl Eng Technol
  doi: 10.1016/j.net.2021.02.011
– volume: 16
  start-page: 87
  year: 2015
  end-page: 98
  ident: CR10
  article-title: An evaluation of the stability of image-quality parameters of varian on-board imaging (OBI) and EPID imaging systems
  publication-title: J Appl Clin Méd Phys
  doi: 10.1120/jacmp.v16i2.5088
– volume: 13
  start-page: 8795
  year: 2023
  ident: CR63
  article-title: A novel beam stopper-based approach for scatter correction in digital planar radiography
  publication-title: Sci Rep
  doi: 10.1038/s41598-023-32764-5
– volume: 1
  start-page: 185474
  year: 2018
  ident: CR82
  article-title: Evaluation of digital breast tomosynthesis as replacement of full-field digital mammography using an in silico imaging trial
  publication-title: Jama Netw Open
  doi: 10.1001/jamanetworkopen.2018.5474
– volume: 296
  start-page: 109008
  year: 2024
  ident: CR159
  article-title: MCGPU-PET: an open-source real-time Monte Carlo PET simulator
  publication-title: Comput Phys Commun
  doi: 10.1016/j.cpc.2023.109008
– volume: 55
  start-page: 6695
  year: 2010
  end-page: 6720
  ident: CR67
  article-title: Improved scatter correction using adaptive scatter kernel superposition
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/55/22/007
– volume: 46
  start-page: 925
  year: 2019
  end-page: 933
  ident: CR180
  article-title: A fast, linear boltzmann transport equation solver for computed tomography dose calculation (Acuros CTD)
  publication-title: Med Phys
  doi: 10.1002/mp.13305
– volume: 54
  start-page: 253
  year: 2019
  end-page: 262
  ident: CR102
  article-title: DeepPET: a deep encoder?decoder network for directly solving the PET image reconstruction inverse problem
  publication-title: Med Image Anal
  doi: 10.1016/j.media.2019.03.013
– volume: 72
  start-page: 114
  year: 2020
  end-page: 121
  ident: CR15
  article-title: The TOPAS tool for particle simulation, a Monte Carlo simulation tool for physics, biology and clinical research
  publication-title: Phys Medica
  doi: 10.1016/j.ejmp.2020.03.019
– volume: 54
  start-page: 715
  year: 2009
  end-page: 729
  ident: CR86
  article-title: Fast 3D iterative image reconstruction for SPECT with rotating slat collimators
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/54/3/016
– volume: 51
  start-page: 601
  year: 2024
  end-page: 611
  ident: CR139
  article-title: A preliminary study of dynamic interactive simulation and computational CT scan of the ideal alveolus model
  publication-title: Med Phys
  doi: 10.1002/mp.16773
– volume: 66
  start-page: 125013
  year: 2021
  ident: CR58
  article-title: Efficient monte-carlo based system modelling for image reconstruction in preclinical pinhole SPECT
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac0682
– volume: 65
  start-page: 145002
  year: 2020
  ident: CR160
  article-title: A Monte Carlo based scatter removal method for non-isocentric cone-beam CT acquisitions using a deep convolutional autoencoder
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab8954
– volume: 8
  start-page: 488
  year: 1981
  end-page: 495
  ident: CR22
  article-title: A method for describing the doses delivered by transmission X-ray computed tomography
  publication-title: Med Phys
  doi: 10.1118/1.594995
– volume: 85
  start-page: 1142
  year: 2010
  end-page: 1146
  ident: CR21
  article-title: Radiation risk from medical imaging
  publication-title: Mayo Clin Proc
  doi: 10.4065/mcp.2010.0260
– volume: 38
  start-page: 4018
  year: 2011
  end-page: 4024
  ident: CR114
  article-title: Modeling the Truebeam linac using a CAD to Geant4 geometry implementation: dose and IAEA-compliant phase space calculations
  publication-title: Med Phys
  doi: 10.1118/1.3598439
– ident: CR111
– ident: CR61
– volume: 11
  start-page: 100487
  year: 2020
  ident: CR88
  article-title: J-PET framework: software platform for PET tomography data reconstruction and analysis
  publication-title: SoftwareX
  doi: 10.1016/j.softx.2020.100487
– volume: 167
  start-page: 108338
  year: 2020
  ident: CR133
  article-title: GEANT4 simulation of exit energy in proton medical imaging
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2019.05.028
– ident: CR84
– volume: 43
  start-page: 2581
  year: 2016
  end-page: 2597
  ident: CR95
  article-title: Design and assessment of a novel SPECT system for desktop open-gantry imaging of small animals: a simulation study
  publication-title: Med Phys
  doi: 10.1118/1.4947127
– volume: 9
  start-page: 10308
  year: 2019
  ident: CR106
  article-title: Deep-dose: a voxel dose estimation method using deep convolutional neural network for personalized internal dosimetry
  publication-title: Sci Rep
  doi: 10.1038/s41598-019-46620-y
– volume: 7
  start-page: 52
  year: 2023
  end-page: 61
  ident: CR145
  article-title: Exploring the potential of a cherenkov TOF PET scanner: a simulation study
  publication-title: IEEE Trans Radiat Plasma Med Sci
  doi: 10.1109/trpms.2022.3202138
– volume: 61
  start-page: 6055
  year: 2016
  end-page: 6084
  ident: CR92
  article-title: Investigation of optimization-based reconstruction with an image-total-variation constraint in PET
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/61/16/6055
– volume: 57
  start-page: 577
  year: 2012
  end-page: 590
  ident: CR42
  article-title: Fast Monte Carlo simulation for patient-specific CT/CBCT imaging dose calculation
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/57/3/577
– year: 2023
  ident: CR52
  article-title: Multiscale Monte Carlo simulations for dosimetry in X-ray breast imaging: part I?macroscopic scales
  publication-title: Med Phys
  doi: 10.1002/mp.16910
– volume: 48
  start-page: 5448
  year: 2021
  end-page: 5458
  ident: CR48
  article-title: Quantification of internal dosimetry in PET patients II: individualized Monte Carlo-based dosimetry for [18F] fluorocholine PET
  publication-title: Med Phys
  doi: 10.1002/mp.15090
– ident: CR163
– volume: 47
  start-page: 6470
  year: 2020
  end-page: 6483
  ident: CR179
  article-title: Deterministic linear boltzmann transport equation solver for patient-specific CT dose estimation: comparison against a Monte Carlo benchmark for realistic scanner configurations and patient models
  publication-title: Med Phys
  doi: 10.1002/mp.14494
– volume: 68
  start-page: 075011
  year: 2023
  ident: CR101
  article-title: Scatter correction for cone-beam CT via scatter kernel superposition-inspired convolutional neural network
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/acbe8f
– volume: 4
  start-page: P07002
  year: 2009
  end-page: P07002
  ident: CR128
  article-title: A Geant4 simulation code for simulating optical photons in SPECT scintillation detectors
  publication-title: J Instrum
  doi: 10.1088/1748-0221/4/07/p07002
– volume: 49
  start-page: 4543
  year: 2004
  end-page: 4561
  ident: CR135
  article-title: GATE: a simulation toolkit for PET and SPECT
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/49/19/007
– volume: 64
  start-page: 095019
  year: 2019
  ident: CR20
  article-title: A novel method for fast image simulation of flat panel detectors
  publication-title: Phys Med Biology
  doi: 10.1088/1361-6560/ab12aa
– volume: 878
  start-page: 58
  year: 2018
  end-page: 73
  ident: CR6
  article-title: Prompt-gamma monitoring in hadrontherapy: a review
  publication-title: Nucl Instrum Methods Phys Res Sect A: Accel Spectrometers Detect Assoc Equip
  doi: 10.1016/j.nima.2017.07.063
– year: 2021
  ident: CR144
  article-title: Advanced Monte Carlo simulations of emission tomography imaging systems with GATE
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/abf276
– volume: 2022
  start-page: 5164970
  year: 2022
  ident: CR2
  article-title: Modern diagnostic imaging technique applications and risk factors in the medical field: a review
  publication-title: BioMed Res Int
  doi: 10.1155/2022/5164970
– volume: 218
  start-page: 111653
  year: 2024
  ident: CR146
  article-title: Monte Carlo simulation of two siemens biograph PET/CT system using GATE: Image quality performance
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2024.111653
– volume: 9
  start-page: 35
  year: 2022
  ident: CR98
  article-title: Monte Carlo modelling of a compact CZT-based gamma camera with application to 177Lu imaging
  publication-title: EJNMMI Phys
  doi: 10.1186/s40658-022-00463-1
– volume: 9
  start-page: 551
  year: 1972
  end-page: 554
  ident: CR8
  article-title: A Monte Carlo method for radiation transport calculations
  publication-title: J Nucl Sci Technol
  doi: 10.3327/jnst.9.551
– year: 2022
  ident: CR46
  article-title: Development of a GPU-accelerated Monte Carlo dose calculation module for nuclear medicine ARCHER-NM: demonstration for a PET/CT imaging procedure
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac58dd
– ident: CR64
– volume: 55
  start-page: 4495
  year: 2010
  end-page: 4507
  ident: CR17
  article-title: Variance reduction techniques for fast Monte Carlo CBCT scatter correction calculations
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/55/16/s05
– volume: 57
  start-page: 94
  year: 2023
  end-page: 102
  ident: CR107
  article-title: Voxel-based internal dosimetry for 177Lu-labeled radiopharmaceutical therapy using deep residual learning
  publication-title: Nucl Med Mol Imaging
  doi: 10.1007/s13139-022-00769-z
– volume: 63
  start-page: 165013
  year: 2018
  ident: CR140
  article-title: A Monte Carlo study of the impact of phosphor optical properties on EPID imaging performance
  publication-title: Phys Medicine Biology
  doi: 10.1088/1361-6560/aad647
– year: 2015
  ident: CR66
  article-title: Asymmetric scatter kernels for software-based scatter correction of gridless mammography
  publication-title: Proc Spie
  doi: 10.1117/122081501
– volume: 64
  start-page: 035004
  year: 2019
  ident: CR85
  article-title: Implementation and validation of time-of-flight PET image reconstruction module for listmode and sinogram projection data in the STIR library
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/aaf9b9
– volume: 48
  start-page: 2873
  year: 2003
  end-page: 2893
  ident: CR37
  article-title: Experimental verification of convolution/superposition photon dose calculations for radiotherapy treatment planning
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/48/17/309
– volume: 42
  start-page: 5342
  year: 2015
  end-page: 5355
  ident: CR71
  article-title: Fully iterative scatter corrected digital breast tomosynthesis using GPU-based fast Monte Carlo simulation and composition ratio update
  publication-title: Med Phys
  doi: 10.1118/1.4928139
– volume: 37
  start-page: 3667
  year: 2010
  end-page: 3676
  ident: CR56
  article-title: Fast and memory-efficient Monte Carlo-based image reconstruction for whole-body PET
  publication-title: Med Phys
  doi: 10.1118/1.3455287
– volume: 11
  start-page: 3145
  year: 2021
  ident: CR75
  article-title: monte-carlo-based estimation of the X-ray energy spectrum for CT artifact reduction
  publication-title: Appl Sci
  doi: 10.3390/app11073145
– volume: 14
  start-page: 1027
  year: 2022
  ident: CR81
  article-title: Virtual clinical trials in 2D and 3D X-ray breast imaging and dosimetry: comparison of CPU-based and GPU-based Monte Carlo codes
  publication-title: Cancers
  doi: 10.3390/cancers14041027
– volume: 48
  start-page: 2482
  year: 2021
  end-page: 93
  ident: CR154
  article-title: SimPET?an open online platform for the Monte Carlo simulation of realistic brain PET data. validation for 18F-FDG scans
  publication-title: Med Phys
  doi: 10.1002/mp.14838
– volume: 37
  start-page: 749
  year: 1990
  end-page: 753
  ident: CR19
  article-title: Improving the efficiency of emission tomography simulations using variance reduction techniques
  publication-title: IEEE Trans Nucl Sci
  doi: 10.1109/23.106709
– start-page: 1482
  year: 2010
  end-page: 1485
  ident: CR150
  publication-title: GATE mammogram simulation of NCAT breast phantom
– year: 2021
  ident: CR31
  article-title: Generation of material-specific energy deposition kernels for kilovoltage X-ray dose calculations
  publication-title: Med Phys
  doi: 10.1002/mp.15061
– volume: 12
  start-page: 0184667
  year: 2017
  ident: CR103
  article-title: Deep reconstruction model for dynamic PET images
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0184667
– volume: 506
  start-page: 250
  year: 2003
  end-page: 303
  ident: CR108
  article-title: Geant4?a simulation toolkit
  publication-title: Nucl Instruments Methods Phys Res Sect Accel Spectrometers Detect Assoc Equip
  doi: 10.1016/s0168-9002(03)01368-8
– ident: CR113
– volume: 4
  start-page: 32
  year: 2017
  ident: CR59
  article-title: Monte Carlo-based quantitative pinhole SPECT reconstruction using a ray-tracing back-projector
  publication-title: EJNMMI Phys
  doi: 10.1186/s40658-017-0198-z
– volume: 65
  start-page: 245022
  year: 2020
  ident: CR68
  article-title: Evaluation of CBCT scatter correction using deep convolutional neural networks for head and neck adaptive proton therapy
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab9fcb
– volume: 2014
  start-page: 1
  year: 2014
  end-page: 7
  ident: CR112
  article-title: FLUKA Monte Carlo for basic dosimetric studies of dual energy medical linear accelerator
  publication-title: J Radiother
  doi: 10.1155/2014/343979
– volume: 2009
  start-page: 4081
  year: 2009
  end-page: 4084
  ident: CR158
  article-title: Monte Carlo simulation of X-ray imaging using a graphics processing unit
  publication-title: Ieee Nucl Sci Symposium Conf Rec Nss Mic
  doi: 10.1109/nssmic.2009.5402382
– volume: 1
  start-page: 3015
  year: 2010
  end-page: 3017
  ident: CR153
  article-title: Multithreading GATE
  publication-title: IEEE Nucl Sci Symp Med Imaging Conf
  doi: 10.1109/nssmic.2010.5874351
– volume: 26
  start-page: 1687
  year: 1999
  end-page: 1697
  ident: CR32
  article-title: Generation and use of photon energy deposition kernels for diagnostic quality X rays
  publication-title: Med Phys
  doi: 10.1118/1.598674
– ident: CR104
– volume: 60
  start-page: 6685
  year: 2015
  end-page: 6700
  ident: CR166
  article-title: Fast voxel-level dosimetry for 177Lu labelled peptide treatments
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/60/17/6685
– volume: 69
  start-page: 045033
  year: 2024
  ident: CR72
  article-title: Development of a Monte Carlo-based scatter correction method for total-body PET using the uEXPLORER PET/CT scanner
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ad2230
– volume: 64
  start-page: 908
  year: 2017
  end-page: 914
  ident: CR65
  article-title: Investigation on beam-blocker-based scatter correction method for improving ct number accuracy
  publication-title: IEEE T Nucl Sci
  doi: 10.1109/tns.2017.2669519
– volume: 65
  start-page: 165016
  year: 2020
  end-page: 165016
  ident: CR90
  article-title: Penalized maximum-likelihood reconstruction for improving limited-angle artifacts in a dedicated head and neck PET system
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab8c92
– volume: 51
  start-page: 2253
  year: 2006
  end-page: 2265
  ident: CR174
  article-title: Comparison of a finite-element multigroup discrete-ordinates code with Monte Carlo for radiotherapy calculations
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/51/9/010
– volume: 37
  start-page: 57
  year: 2018
  ident: CR69
  article-title: Deep scatter estimation (DSE): accurate real-time scatter estimation for X-ray CT using a deep convolutional neural network
  publication-title: J Nondestruct Eval
  doi: 10.1007/s10921-018-0507-z
– volume: 47
  start-page: 6484
  year: 2020
  end-page: 6499
  ident: CR23
  article-title: Accuracy of weighted CTDI in estimating average dose delivered to CTDI phantoms: an experimental study
  publication-title: Méd Phys
  doi: 10.1002/mp.14528
– year: 2016
  ident: CR138
  article-title: IMAGING DOSE OF HUMAN ORGANS FROM kV-CBCT IN IMAGE-GUIDED RADIATION THERAPY
  publication-title: Radiat Prot Dosim
  doi: 10.1093/rpd/ncw285
– volume: 569
  start-page: 472
  year: 2006
  end-page: 476
  ident: CR73
  article-title: Monte Carlo-based compensation for patient scatter, detector scatter, and crosstalk contamination in In-111 SPECT imaging
  publication-title: Nucl Instrum Methods Phys Res Sect A: Accel, Spectrometers, Detect Assoc Equip
  doi: 10.1016/j.nima.2006.08.079
– volume: 64
  start-page: 215020
  year: 2019
  ident: CR43
  article-title: A real-time Monte Carlo tool for individualized dose estimations in clinical CT
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab467f
– volume: 50
  start-page: 2417
  year: 2023
  end-page: 2428
  ident: CR44
  article-title: Radiation dose estimates based on Monte Carlo simulation for spiral breast computed tomography imaging in a large cohort of patients
  publication-title: Med Phys
  doi: 10.1002/mp.16211
– volume: 59
  start-page: 7601
  year: 2014
  end-page: 7608
  ident: CR122
  article-title: Geant4 simulation of the Elekta XVI kV CBCT unit for accurate description of potential late toxicity effects of image-guided radiotherapy
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/59/24/7601
– volume: 261
  start-page: 107779
  year: 2021
  ident: CR83
  article-title: Mammography and breast tomosynthesis simulator for virtual clinical trials
  publication-title: Comput Phys Commun
  doi: 10.1016/j.cpc.2020.107779
– volume: 114
  start-page: 364
  year: 2005
  end-page: 368
  ident: CR41
  article-title: Monte Carlo calculation of radiation dose in CT examinations using phantom and patient tomographic models
  publication-title: Radiat Prot Dosim
  doi: 10.1093/rpd/nch516
– volume: 28
  start-page: 065011
  year: 2017
  ident: CR76
  article-title: Simulation-based artifact correction (SBAC) for metrological computed tomography
  publication-title: Meas Sci Technol
  doi: 10.1088/1361-6501/aa666e
– volume: 46
  start-page: 238
  year: 2019
  end-page: 249
  ident: CR70
  article-title: Real-time scatter estimation for medical CT using the deep scatter estimation: method and robustness analysis with respect to different anatomies, dose levels, tube voltages, and data truncation
  publication-title: Med Phys
  doi: 10.1002/mp.13274
– volume: 54
  start-page: 1723
  year: 2009
  end-page: 1742
  ident: CR161
  article-title: PeneloPET, a Monte Carlo PET simulation tool based on PENELOPE: features and validation
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/54/6/021
– volume: 68
  start-page: 025016
  year: 2023
  ident: CR97
  article-title: Next generation high resolution perovskite direct conversion detector: Monte Carlo design optimisation and virtual clinical trial
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/acae15
– year: 2022
  ident: CR74
  article-title: Computational scatter correction in near real-time with a fast Monte Carlo photon transport model for high-resolution flat-panel CT
  publication-title: J Real-time Image Pr
  doi: 10.1007/s11554-022-01247-7
– volume: 68
  start-page: 084001
  year: 2023
  ident: 423_CR16
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/acc565
– volume: 46
  start-page: 3025
  year: 2019
  ident: 423_CR12
  publication-title: Méd Phys
  doi: 10.1002/mp.13576
– volume: 54
  start-page: 253
  year: 2019
  ident: 423_CR102
  publication-title: Med Image Anal
  doi: 10.1016/j.media.2019.03.013
– volume: 65
  start-page: 245022
  year: 2020
  ident: 423_CR68
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab9fcb
– volume: 37
  start-page: 3667
  year: 2010
  ident: 423_CR56
  publication-title: Med Phys
  doi: 10.1118/1.3455287
– volume: 31
  start-page: 51
  year: 2006
  ident: 423_CR3
  publication-title: Med Dosim
  doi: 10.1016/j.meddos.2005.12.009
– volume: 8
  start-page: 488
  year: 1981
  ident: 423_CR22
  publication-title: Med Phys
  doi: 10.1118/1.594995
– volume: 64
  start-page: 215020
  year: 2019
  ident: 423_CR43
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab467f
– year: 2022
  ident: 423_CR46
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac58dd
– volume: 64
  start-page: 035004
  year: 2019
  ident: 423_CR85
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/aaf9b9
– volume: 28
  start-page: 065011
  year: 2017
  ident: 423_CR76
  publication-title: Meas Sci Technol
  doi: 10.1088/1361-6501/aa666e
– volume: 65
  start-page: 165016
  year: 2020
  ident: 423_CR90
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab8c92
– volume: 12
  start-page: 0184667
  year: 2017
  ident: 423_CR103
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0184667
– volume: 47
  start-page: 6470
  year: 2020
  ident: 423_CR179
  publication-title: Med Phys
  doi: 10.1002/mp.14494
– volume: 55
  start-page: 4495
  year: 2010
  ident: 423_CR17
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/55/16/s05
– volume: 32
  start-page: 23
  year: 2022
  ident: 423_CR96
  publication-title: Z für Med Phys
  doi: 10.1016/j.zemedi.2020.06.006
– volume: 96
  start-page: 54
  year: 2022
  ident: 423_CR27
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2022.02.020
– volume: 57
  start-page: 577
  year: 2012
  ident: 423_CR42
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/57/3/577
– volume: 62
  start-page: 3S
  year: 2021
  ident: 423_CR165
  publication-title: J Nucl Med
  doi: 10.2967/jnumed.121.262749
– year: 2015
  ident: 423_CR66
  publication-title: Proc Spie
  doi: 10.1117/122081501
– volume: 51
  start-page: 2941
  year: 2024
  ident: 423_CR137
  publication-title: Med Phys
  doi: 10.1002/mp.17007
– volume: 44
  start-page: 4437
  year: 2017
  ident: 423_CR60
  publication-title: Med Phys
  doi: 10.1002/mp.12385
– volume: 726
  start-page: 175
  year: 2013
  ident: 423_CR93
  publication-title: Nucl Instrum Methods Phys Res Sect A: Accel, Spectrometers, Detect Assoc Equip
  doi: 10.1016/j.nima.2013.05.044
– ident: 423_CR11
  doi: 10.1109/icseng.2008.15
– volume: 104
  start-page: 158
  year: 2014
  ident: 423_CR51
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2013.12.036
– year: 2022
  ident: 423_CR74
  publication-title: J Real-time Image Pr
  doi: 10.1007/s11554-022-01247-7
– volume: 67
  start-page: 184001
  year: 2022
  ident: 423_CR136
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac8c83
– volume: 218
  start-page: 111653
  year: 2024
  ident: 423_CR146
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2024.111653
– volume: 56
  start-page: 1281
  year: 2011
  ident: 423_CR5
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/56/5/004
– volume: 47
  start-page: 6484
  year: 2020
  ident: 423_CR23
  publication-title: Méd Phys
  doi: 10.1002/mp.14528
– volume: 9
  start-page: 35
  year: 2022
  ident: 423_CR98
  publication-title: EJNMMI Phys
  doi: 10.1186/s40658-022-00463-1
– volume: 114
  start-page: 364
  year: 2005
  ident: 423_CR41
  publication-title: Radiat Prot Dosim
  doi: 10.1093/rpd/nch516
– volume: 18
  start-page: 518
  year: 1973
  ident: 423_CR39
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/18/4/004
– volume: 48
  start-page: 2873
  year: 2003
  ident: 423_CR37
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/48/17/309
– volume: 63
  start-page: 165013
  year: 2018
  ident: 423_CR140
  publication-title: Phys Medicine Biology
  doi: 10.1088/1361-6560/aad647
– volume: 79
  start-page: 181
  year: 2014
  ident: 423_CR4
  publication-title: Pol J Radiol
  doi: 10.12659/PJR.890745
– volume: 61
  start-page: 535
  year: 2020
  ident: 423_CR28
  publication-title: J Nucl Med
– volume: 55
  start-page: 6695
  year: 2010
  ident: 423_CR67
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/55/22/007
– year: 2016
  ident: 423_CR9
  publication-title: Biol Med Phys Biomed Eng
  doi: 10.1007/978-3-319-44141-2_7
– ident: 423_CR142
  doi: 10.1109/nssmic.2013.6829050
– ident: 423_CR126
  doi: 10.1109/nssmic.2003.1352
– volume: 54
  start-page: 189
  year: 2018
  ident: 423_CR124
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2018.06.636
– volume: 61
  start-page: 3935
  year: 2016
  ident: 423_CR29
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/61/10/3935
– volume: 58
  start-page: 5593
  year: 2013
  ident: 423_CR156
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/58/16/5593
– volume: 59
  start-page: 5225
  year: 2014
  ident: 423_CR169
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/59/18/5225
– volume: 57
  start-page: 825
  year: 2002
  ident: 423_CR35
  publication-title: Appl Radiat Isot
  doi: 10.1016/s0969-8043(02)00228-2
– volume: 13
  start-page: 8795
  year: 2023
  ident: 423_CR63
  publication-title: Sci Rep
  doi: 10.1038/s41598-023-32764-5
– volume: 48
  start-page: 4448
  year: 2021
  ident: 423_CR151
  publication-title: Med Phys
  doi: 10.1002/mp.15007
– volume: 1
  start-page: 1157
  year: 2019
  ident: 423_CR55
  publication-title: SN Appl Sci
  doi: 10.1007/s42452-019-1201-1
– volume: 66
  start-page: 185001
  year: 2021
  ident: 423_CR152
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac1ca0
– volume: 88
  start-page: 250
  year: 2021
  ident: 423_CR130
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2021.07.018
– volume: 569
  start-page: 472
  year: 2006
  ident: 423_CR73
  publication-title: Nucl Instrum Methods Phys Res Sect A: Accel, Spectrometers, Detect Assoc Equip
  doi: 10.1016/j.nima.2006.08.079
– ident: 423_CR113
– volume: 51
  start-page: 601
  year: 2024
  ident: 423_CR139
  publication-title: Med Phys
  doi: 10.1002/mp.16773
– volume: 1
  start-page: 3015
  year: 2010
  ident: 423_CR153
  publication-title: IEEE Nucl Sci Symp Med Imaging Conf
  doi: 10.1109/nssmic.2010.5874351
– ident: 423_CR61
  doi: 10.1117/12.2549763.
– volume: 506
  start-page: 250
  year: 2003
  ident: 423_CR108
  publication-title: Nucl Instruments Methods Phys Res Sect Accel Spectrometers Detect Assoc Equip
  doi: 10.1016/s0168-9002(03)01368-8
– volume: 55
  start-page: 339
  year: 2010
  ident: 423_CR168
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/55/2/002
– volume: 60
  start-page: 6685
  year: 2015
  ident: 423_CR166
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/60/17/6685
– volume: 66
  start-page: 1213
  year: 2008
  ident: 423_CR40
  publication-title: Appl Radiat Isot
  doi: 10.1016/j.apradiso.2008.01.009
– volume: 26
  start-page: 1687
  year: 1999
  ident: 423_CR32
  publication-title: Med Phys
  doi: 10.1118/1.598674
– volume: 20
  start-page: 533
  year: 2000
  ident: 423_CR24
  publication-title: Radiographics
  doi: 10.1148/radiographics.20.2.g00mc33533
– volume: 60
  start-page: 274
  year: 2019
  ident: 423_CR33
  publication-title: J Nucl Med
– ident: 423_CR163
– volume: 20
  start-page: 132
  year: 2019
  ident: 423_CR120
  publication-title: J Appl Clin Med Phys
  doi: 10.1002/acm2.12559
– volume: 4
  start-page: P07002
  year: 2009
  ident: 423_CR128
  publication-title: J Instrum
  doi: 10.1088/1748-0221/4/07/p07002
– volume: 46
  start-page: 238
  year: 2019
  ident: 423_CR70
  publication-title: Med Phys
  doi: 10.1002/mp.13274
– volume: 7
  start-page: 042805
  year: 2020
  ident: 423_CR79
  publication-title: J Med Imaging
  doi: 10.1117/1.jmi.7.4.042805
– volume: 489
  start-page: 012019
  year: 2014
  ident: 423_CR36
  publication-title: J Phys Conf Ser
  doi: 10.1088/1742-6596/489/1/012019
– volume: 1
  start-page: 185474
  year: 2018
  ident: 423_CR82
  publication-title: Jama Netw Open
  doi: 10.1001/jamanetworkopen.2018.5474
– volume: 48
  start-page: 2482
  year: 2021
  ident: 423_CR154
  publication-title: Med Phys
  doi: 10.1002/mp.14838
– volume: 14
  start-page: 1027
  year: 2022
  ident: 423_CR81
  publication-title: Cancers
  doi: 10.3390/cancers14041027
– volume: 5
  start-page: 729
  year: 2021
  ident: 423_CR89
  publication-title: IEEE Trans Radiat Plasma Med Sci
  doi: 10.1109/trpms.2020.3033561
– volume: 296
  start-page: 109008
  year: 2024
  ident: 423_CR159
  publication-title: Comput Phys Commun
  doi: 10.1016/j.cpc.2023.109008
– volume: 50
  start-page: 2417
  year: 2023
  ident: 423_CR44
  publication-title: Med Phys
  doi: 10.1002/mp.16211
– volume: 90
  start-page: 20160426
  year: 2016
  ident: 423_CR26
  publication-title: Br J Radiol
  doi: 10.1259/bjr.20160426
– volume: 36
  start-page: 127
  year: 2009
  ident: 423_CR121
  publication-title: Med Phys
  doi: 10.1118/1.3031113
– volume: 11
  start-page: 100487
  year: 2020
  ident: 423_CR88
  publication-title: SoftwareX
  doi: 10.1016/j.softx.2020.100487
– volume: 43
  start-page: 2581
  year: 2016
  ident: 423_CR95
  publication-title: Med Phys
  doi: 10.1118/1.4947127
– volume: 120
  start-page: 211
  year: 2014
  ident: 423_CR110
  publication-title: Nucl Data Sheets
  doi: 10.1016/j.nds.2014.07.049
– volume: 46
  start-page: 925
  year: 2019
  ident: 423_CR180
  publication-title: Med Phys
  doi: 10.1002/mp.13305
– volume: 49
  start-page: 4543
  year: 2004
  ident: 423_CR135
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/49/19/007
– volume: 59
  start-page: 7601
  year: 2014
  ident: 423_CR122
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/59/24/7601
– volume: 36
  start-page: 4878
  year: 2009
  ident: 423_CR157
  publication-title: Med Phys
  doi: 10.1118/1.3231824
– volume: 53
  start-page: 626
  year: 2021
  ident: 423_CR148
  publication-title: Nucl Eng Technol
  doi: 10.1016/j.net.2020.07.010
– year: 2013
  ident: 423_CR143
  publication-title: Mol Imaging
  doi: 10.2310/7290.2013.00058
– volume: 50
  start-page: 540
  year: 2023
  ident: 423_CR54
  publication-title: Med Phys
  doi: 10.1002/mp.15926
– volume: 48
  start-page: 8075
  year: 2021
  ident: 423_CR178
  publication-title: Med Phys
  doi: 10.1002/mp.15301
– volume: 57
  start-page: 94
  year: 2023
  ident: 423_CR107
  publication-title: Nucl Med Mol Imaging
  doi: 10.1007/s13139-022-00769-z
– volume: 68
  start-page: 025016
  year: 2023
  ident: 423_CR97
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/acae15
– ident: 423_CR123
  doi: 10.1109/icbbe.2010.5514746
– volume: 6
  start-page: 10
  year: 2016
  ident: 423_CR131
  publication-title: Front Oncol
  doi: 10.3389/fonc.2016.00010
– volume: 48
  start-page: 852
  year: 2021
  ident: 423_CR94
  publication-title: Med Phys
  doi: 10.1002/mp.14652
– volume: 20
  start-page: 1699
  year: 2019
  ident: 423_CR77
  publication-title: Brief Bioinform
  doi: 10.1093/bib/bby043
– volume: 72
  start-page: 114
  year: 2020
  ident: 423_CR15
  publication-title: Phys Medica
  doi: 10.1016/j.ejmp.2020.03.019
– volume: 81
  start-page: 60
  year: 2013
  ident: 423_CR1
  publication-title: Proc Soc Behav Sci
  doi: 10.1016/j.sbspro.2013.06.388
– volume: 261
  start-page: 107779
  year: 2021
  ident: 423_CR83
  publication-title: Comput Phys Commun
  doi: 10.1016/j.cpc.2020.107779
– volume: 53
  start-page: 2767
  year: 2021
  ident: 423_CR119
  publication-title: Nucl Eng Technol
  doi: 10.1016/j.net.2021.02.011
– volume: 16
  start-page: 87
  year: 2015
  ident: 423_CR10
  publication-title: J Appl Clin Méd Phys
  doi: 10.1120/jacmp.v16i2.5088
– volume: 51
  start-page: 2253
  year: 2006
  ident: 423_CR174
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/51/9/010
– volume: 42
  start-page: 5342
  year: 2015
  ident: 423_CR71
  publication-title: Med Phys
  doi: 10.1118/1.4928139
– volume: 637
  start-page: 012011
  year: 2015
  ident: 423_CR87
  publication-title: J Phys Conf Ser
  doi: 10.1088/1742-6596/637/1/012011
– volume: 54
  start-page: 715
  year: 2009
  ident: 423_CR86
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/54/3/016
– volume: 50
  start-page: 5944
  year: 2023
  ident: 423_CR99
  publication-title: Med Phys
  doi: 10.1002/mp.16689
– ident: 423_CR109
– volume: 54
  start-page: 1723
  year: 2009
  ident: 423_CR161
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/54/6/021
– ident: 423_CR84
  doi: 10.1117/12.2563322
– volume: 527
  start-page: 180
  year: 2004
  ident: 423_CR147
  publication-title: Nucl Instruments Methods Phys Res Sect Accel Spectrometers Detect Assoc Equip
  doi: 10.1016/j.nima.2004.03.117
– volume: 10
  start-page: 064003
  year: 2023
  ident: 423_CR105
  publication-title: J Med Imaging
  doi: 10.1117/1.jmi.10.6.064003
– volume: 7
  start-page: 52
  year: 2023
  ident: 423_CR145
  publication-title: IEEE Trans Radiat Plasma Med Sci
  doi: 10.1109/trpms.2022.3202138
– volume: 4
  start-page: 32
  year: 2017
  ident: 423_CR59
  publication-title: EJNMMI Phys
  doi: 10.1186/s40658-017-0198-z
– volume: 2014
  start-page: 1
  year: 2014
  ident: 423_CR112
  publication-title: J Radiother
  doi: 10.1155/2014/343979
– volume: 65
  start-page: 235051
  year: 2020
  ident: 423_CR127
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/abaa24
– volume: 569
  start-page: 341
  year: 2006
  ident: 423_CR18
  publication-title: Nucl Instrum Methods Phys Res Sect A: Accel Spectrometers, Detect Assoc Equip
  doi: 10.1016/j.nima.2006.08.070
– volume: 120
  start-page: 89
  year: 2016
  ident: 423_CR115
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2015.11.030
– volume: 172
  start-page: 108814
  year: 2020
  ident: 423_CR132
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2020.108814
– volume: 37
  start-page: 749
  year: 1990
  ident: 423_CR19
  publication-title: IEEE Trans Nucl Sci
  doi: 10.1109/23.106709
– volume: 39
  start-page: 6818
  year: 2012
  ident: 423_CR14
  publication-title: Med Phys
  doi: 10.1118/1.4758060
– year: 2023
  ident: 423_CR52
  publication-title: Med Phys
  doi: 10.1002/mp.16910
– year: 2021
  ident: 423_CR144
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/abf276
– ident: 423_CR164
– volume: 11
  start-page: 3145
  year: 2021
  ident: 423_CR75
  publication-title: Appl Sci
  doi: 10.3390/app11073145
– volume: 26
  start-page: 2626
  year: 1999
  ident: 423_CR53
  publication-title: Med Phys
  doi: 10.1118/1.598802
– volume: 34
  start-page: 18
  year: 2006
  ident: 423_CR13
  publication-title: J Nucl Med Technol
– volume: 51
  start-page: 99
  year: 2018
  ident: 423_CR45
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2018.05.021
– volume: 167
  start-page: 108338
  year: 2020
  ident: 423_CR133
  publication-title: Radiat Phys Chem
  doi: 10.1016/j.radphyschem.2019.05.028
– volume: 69
  start-page: 045033
  year: 2024
  ident: 423_CR72
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ad2230
– volume: 47
  start-page: 4574
  year: 2020
  ident: 423_CR47
  publication-title: Med Phys
  doi: 10.1002/mp.14344
– start-page: 1482
  volume-title: GATE mammogram simulation of NCAT breast phantom
  year: 2010
  ident: 423_CR150
– volume: 46
  start-page: 5284
  year: 2019
  ident: 423_CR30
  publication-title: Med Phys
  doi: 10.1002/mp.13789
– volume: 48
  start-page: 5448
  year: 2021
  ident: 423_CR48
  publication-title: Med Phys
  doi: 10.1002/mp.15090
– volume: 37
  start-page: 57
  year: 2018
  ident: 423_CR69
  publication-title: J Nondestruct Eval
  doi: 10.1007/s10921-018-0507-z
– volume: 61
  start-page: 6055
  year: 2016
  ident: 423_CR92
  publication-title: Phys Med Biol
  doi: 10.1088/0031-9155/61/16/6055
– volume: 68
  start-page: 075011
  year: 2023
  ident: 423_CR101
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/acbe8f
– volume: 64
  start-page: 908
  year: 2017
  ident: 423_CR65
  publication-title: IEEE T Nucl Sci
  doi: 10.1109/tns.2017.2669519
– volume: 70
  start-page: 1
  year: 2020
  ident: 423_CR62
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2020.01.004
– volume: 38
  start-page: 4018
  year: 2011
  ident: 423_CR114
  publication-title: Med Phys
  doi: 10.1118/1.3598439
– ident: 423_CR162
– year: 2021
  ident: 423_CR31
  publication-title: Med Phys
  doi: 10.1002/mp.15061
– volume: 42
  start-page: 5679
  year: 2015
  ident: 423_CR172
  publication-title: Med Phys
  doi: 10.1118/1.4928676
– volume: 2009
  start-page: 4081
  year: 2009
  ident: 423_CR158
  publication-title: Ieee Nucl Sci Symposium Conf Rec Nss Mic
  doi: 10.1109/nssmic.2009.5402382
– volume: 878
  start-page: 58
  year: 2018
  ident: 423_CR6
  publication-title: Nucl Instrum Methods Phys Res Sect A: Accel Spectrometers Detect Assoc Equip
  doi: 10.1016/j.nima.2017.07.063
– volume: 15
  start-page: 114
  year: 2016
  ident: 423_CR49
  publication-title: World J Nucl Med
  doi: 10.4103/1450-1147.174700
– volume: 31
  start-page: 2811
  year: 2004
  ident: 423_CR118
  publication-title: Med Phys
  doi: 10.1118/1.1796952
– volume: 45
  start-page: 1914
  year: 2018
  ident: 423_CR177
  publication-title: Med Phys
  doi: 10.1002/mp.12849
– year: 2021
  ident: 423_CR38
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac43fd
– volume: 599
  start-page: 012042
  year: 2015
  ident: 423_CR149
  publication-title: J Phys: Conf Ser
  doi: 10.1088/1742-6596/599/1/012042
– volume: 66
  start-page: 125013
  year: 2021
  ident: 423_CR58
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ac0682
– volume: 64
  start-page: 075012
  year: 2019
  ident: 423_CR116
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab02cb
– volume: 11
  start-page: 0166871
  year: 2016
  ident: 423_CR91
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0166871
– volume: 40
  start-page: 1715
  year: 2020
  ident: 423_CR25
  publication-title: Radiographics
  doi: 10.1148/rg.2020200021
– year: 2016
  ident: 423_CR138
  publication-title: Radiat Prot Dosim
  doi: 10.1093/rpd/ncw285
– volume: 65
  start-page: 145002
  year: 2020
  ident: 423_CR160
  publication-title: Phys Med Biol
  doi: 10.1088/1361-6560/ab8954
– volume: 65
  start-page: 135004
  year: 2020
  ident: 423_CR141
  publication-title: Phys Medicine Biology
  doi: 10.1088/1361-6560/ab868a
– volume: 170
  start-page: 108045
  year: 2024
  ident: 423_CR175
  publication-title: Comput Biol Med
  doi: 10.1016/j.compbiomed.2024.108045
– volume: 167
  start-page: 576
  year: 2014
  ident: 423_CR50
  publication-title: Radiat Prot Dosim
  doi: 10.1093/rpd/ncu352
– ident: 423_CR111
  doi: 10.1109/radecs.2011.6131366
– ident: 423_CR64
– year: 1999
  ident: 423_CR7
  publication-title: Radiat Sources Radiat Interact
  doi: 10.1117/12363708
– volume: 2022
  start-page: 5164970
  year: 2022
  ident: 423_CR2
  publication-title: BioMed Res Int
  doi: 10.1155/2022/5164970
– year: 2016
  ident: 423_CR170
  publication-title: Proc Spie
  doi: 10.1117/122216312
– volume: 184
  start-page: 110211
  year: 2022
  ident: 423_CR125
  publication-title: Appl Radiat Isot
  doi: 10.1016/j.apradiso.2022.110211
– volume: 6
  start-page: 116
  year: 2016
  ident: 423_CR117
  publication-title: Front Oncol
  doi: 10.3389/fonc.2016.00116
– volume: 10
  start-page: S22404
  year: 2023
  ident: 423_CR100
  publication-title: J Med Imaging
  doi: 10.1117/1.jmi.10.s2.s22404
– volume: 29
  start-page: 105
  year: 2018
  ident: 423_CR129
  publication-title: Nucl Sci Tech
  doi: 10.1007/s41365-018-0435-8
– ident: 423_CR173
  doi: 10.1007/978-3-642-59758-9_44
– volume: 2008
  start-page: 3497
  year: 2008
  ident: 423_CR134
  publication-title: IEEE Nucl Sci Symp Conf Rec
  doi: 10.1109/nssmic.2008.4775089
– volume: 112
  start-page: 673
  year: 2013
  ident: 423_CR155
  publication-title: Comput Methods Programs Biomed
  doi: 10.1016/j.cmpb.2013.07.030
– volume: 85
  start-page: 1142
  year: 2010
  ident: 423_CR21
  publication-title: Mayo Clin Proc
  doi: 10.4065/mcp.2010.0260
– volume: 116
  start-page: 084903
  year: 2014
  ident: 423_CR57
  publication-title: J Appl Phys
  doi: 10.1063/1.4894085
– volume: 37
  start-page: 680
  year: 2018
  ident: 423_CR167
  publication-title: IEEE Trans Med Imaging
  doi: 10.1109/tmi.2017.2738448
– volume: 22
  start-page: 64
  year: 2021
  ident: 423_CR78
  publication-title: Trials
  doi: 10.1186/s13063-020-05002-w
– volume: 42
  start-page: 1098
  year: 2015
  ident: 423_CR171
  publication-title: Med Phys
  doi: 10.1118/1.4905232
– volume: 9
  start-page: 10308
  year: 2019
  ident: 423_CR106
  publication-title: Sci Rep
  doi: 10.1038/s41598-019-46620-y
– volume: 74
  start-page: 133
  year: 2020
  ident: 423_CR80
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2020.05.007
– volume: 64
  start-page: 095019
  year: 2019
  ident: 423_CR20
  publication-title: Phys Med Biology
  doi: 10.1088/1361-6560/ab12aa
– volume: 41
  start-page: 136
  year: 2017
  ident: 423_CR34
  publication-title: Phys Med
  doi: 10.1016/j.ejmp.2017.02.005
– ident: 423_CR104
  doi: 10.1117/12.2611606
– volume: 9
  start-page: 551
  year: 1972
  ident: 423_CR8
  publication-title: J Nucl Sci Technol
  doi: 10.3327/jnst.9.551
– volume: 45
  start-page: 1899
  year: 2018
  ident: 423_CR176
  publication-title: Med Phys
  doi: 10.1002/mp.12850
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SubjectTerms Algorithms
Biological and Medical Physics
Biomedical Engineering and Bioengineering
Biomedicine
Biophysics
Computer applications
Engineering
Medical and Radiation Physics
Medical imaging
Medical research
Monte Carlo simulation
Review
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Title Monte Carlo methods for medical imaging research
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