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Evaluation of a Cascaded Deep Learning–based Algorithm for Prostate Lesion Detection at Biparametric MRI
Lin, Yue, Yilmaz, Enis C., Belue, Mason J., Harmon, Stephanie A., Tetreault, Jesse, Phelps, Tim E., Merriman, Katie M., Hazen, Lindsey, Garcia, Charisse, Yang, Dong, Xu, Ziyue, Lay, Nathan S., Toubaji, Antoun, Merino, Maria J., Xu, Daguang, Law, Yan Mee, Gurram, Sandeep, Wood, Bradford J., Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology (01.05.2024)
Published in Radiology (01.05.2024)
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Journal Article
Diagnostic Performance in Low- and High-Contrast Tasks of an Image-Based Denoising Algorithm Applied to Radiation Dose–Reduced Multiphase Abdominal CT Examinations
Akitoshi, Inoue, Benjamin A, Voss, Nam Ju, Lee, Hiroaki, Takahashi, Kazuto, Kozaka, Jay P, Heiken, Eric C, Ehman, Rogerio, Vasconcelos, Jeff L, Fidler, Yong S, Lee, Achille, Mileto, Matthew P, Johnson, Matthias, Baer-Beck, Nikkole M, Weber, Gregory J, Michalak, Ahmed, Halaweish, Rickey E, Carter, Cynthia H, McCollough, Joel G, Fletcher
Published in American Journal of Roentgenology (01.01.2023)
Published in American Journal of Roentgenology (01.01.2023)
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Journal Article
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
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Journal Article
Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs
Hwang, Eui Jin, Park, Sunggyun, Jin, Kwang-Nam, Kim, Jung Im, Choi, So Young, Lee, Jong Hyuk, Goo, Jin Mo, Aum, Jaehong, Yim, Jae-Joon, Cohen, Julien G., Ferretti, Gilbert R., Park, Chang Min
Published in JAMA network open (01.03.2019)
Published in JAMA network open (01.03.2019)
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Journal Article
m2ABQ—a proposed refinement of the modified algorithm-based qualitative classification of osteoporotic vertebral fractures
Aaltonen, H. L., O’Reilly, M. K., Linnau, K. F., Dong, Q., Johnston, S. K., Jarvik, J. G., Cross, N. M.
Published in Osteoporosis international (01.01.2023)
Published in Osteoporosis international (01.01.2023)
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Journal Article
Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry
van Rosendael, Alexander R., Maliakal, Gabriel, Kolli, Kranthi K., Beecy, Ashley, Al’Aref, Subhi J., Dwivedi, Aeshita, Singh, Gurpreet, Panday, Mohit, Kumar, Amit, Ma, Xiaoyue, Achenbach, Stephan, Al-Mallah, Mouaz H., Andreini, Daniele, Bax, Jeroen J., Berman, Daniel S., Budoff, Matthew J., Cademartiri, Filippo, Callister, Tracy Q., Chang, Hyuk-Jae, Chinnaiyan, Kavitha, Chow, Benjamin J.W., Cury, Ricardo C., DeLago, Augustin, Feuchtner, Gudrun, Hadamitzky, Martin, Hausleiter, Joerg, Kaufmann, Philipp A., Kim, Yong-Jin, Leipsic, Jonathon A., Maffei, Erica, Marques, Hugo, Pontone, Gianluca, Raff, Gilbert L., Rubinshtein, Ronen, Shaw, Leslee J., Villines, Todd C., Gransar, Heidi, Lu, Yao, Jones, Erica C., Peña, Jessica M., Lin, Fay Y., Min, James K.
Published in Journal of cardiovascular computed tomography (01.05.2018)
Published in Journal of cardiovascular computed tomography (01.05.2018)
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Journal Article
Spleen Stiffness-Based Algorithms Are Superior to Baveno VI Criteria to Rule Out Varices Needing Treatment in Patients With Advanced Chronic Liver Disease
Vanderschueren, Emma, Armandi, Angelo, Kwanten, Wilhelmus, Cassiman, David, Francque, Sven, Schattenberg, Jörn M., Laleman, Wim
Published in The American journal of gastroenterology (01.08.2024)
Published in The American journal of gastroenterology (01.08.2024)
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Journal Article
Development of an evidence-based algorithm that optimizes sensitivity and specificity in ES-based diagnostics of a clinically heterogeneous patient population
Bauer, Peter, Kandaswamy, Krishna Kumar, Weiss, Maximilian E.R., Paknia, Omid, Werber, Martin, Bertoli-Avella, Aida M., Yüksel, Zafer, Bochinska, Malgorzata, Oprea, Gabriela E., Kishore, Shivendra, Weckesser, Volkmar, Karges, Ellen, Rolfs, Arndt
Published in Genetics in medicine (01.01.2019)
Published in Genetics in medicine (01.01.2019)
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Journal Article
Scoring Algorithm‐Based Genomic Testing in Dystonia: A Prospective Validation Study
Zech, Michael, Jech, Robert, Boesch, Sylvia, Škorvánek, Matej, Necpál, Ján, Švantnerová, Jana, Wagner, Matias, Sadr‐Nabavi, Ariane, Distelmaier, Felix, Krenn, Martin, Serranová, Tereza, Rektorová, Irena, Havránková, Petra, Mosejová, Alexandra, Příhodová, Iva, Šarláková, Jana, Kulcsarová, Kristína, Ulmanová, Olga, Bechyně, Karel, Ostrozovičová, Miriam, Haň, Vladimír, Ventosa, Joaquim Ribeiro, Brunet, Theresa, Berutti, Riccardo, Shariati, Mohammad, Shoeibi, Ali, Schneider, Susanne A., Kuster, Alice, Baumann, Matthias, Weise, David, Wilbert, Friederike, Janzarik, Wibke G., Eckenweiler, Matthias, Mall, Volker, Haslinger, Bernhard, Berweck, Steffen, Winkelmann, Juliane, Oexle, Konrad
Published in Movement disorders (01.08.2021)
Published in Movement disorders (01.08.2021)
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Journal Article
Deep learning–based algorithm to detect primary hepatic malignancy in multiphase CT of patients at high risk for HCC
Kim, Dong Wook, Lee, Gaeun, Kim, So Yeon, Ahn, Geunhwi, Lee, June-Goo, Lee, Seung Soo, Kim, Kyung Won, Park, Seong Ho, Lee, Yoon Jin, Kim, Namkug
Published in European radiology (01.09.2021)
Published in European radiology (01.09.2021)
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Journal Article
A deep learning algorithm may automate intracranial aneurysm detection on MR angiography with high diagnostic performance
Joo, Bio, Ahn, Sung Soo, Yoon, Pyeong Ho, Bae, Sohi, Sohn, Beomseok, Lee, Yong Eun, Bae, Jun Ho, Park, Moo Sung, Choi, Hyun Seok, Lee, Seung-Koo
Published in European radiology (01.11.2020)
Published in European radiology (01.11.2020)
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Journal Article
Machine-learning-algorithms-based diagnostic model for influenza A in children
Zeng, Qian, Yang, Chun, Li, Yurong, Geng, Xinran, Lv, Xin
Published in Medicine (Baltimore) (01.12.2023)
Published in Medicine (Baltimore) (01.12.2023)
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Journal Article
Analysis of diagnostic genes and molecular mechanisms of Crohn’s disease and colon cancer based on machine learning algorithms
Xiao, Jie, Liang, Junyao, Zhou, Tao, Zhou, Man, Zhang, Dexu, Feng, Hui, Tang, Chusen, Zhou, Qian, Yang, Weiqing, Tan, Xiaoqin, Zhang, Wanjia, Xu, Yin
Published in Scientific reports (30.12.2024)
Published in Scientific reports (30.12.2024)
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Journal Article
A multi‐stage 3D convolutional neural network algorithm for CT‐based lung segment parcellation
Siddharthan, Trishul, Xu, Zhoubing, Spottiswoode, Bruce, Schettino, Chris, Siegel, Yoel, Georgiou, Michalis, Eluvathingal, Thomas, Geiger, Bernhard, Grbic, Sasa, Gosh, Partha, Fahmi, Rachid, Punjabi, Naresh
Published in Journal of applied clinical medical physics (01.08.2025)
Published in Journal of applied clinical medical physics (01.08.2025)
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Journal Article
Automated quantification of coronary plaque with computed tomography: comparison with intravascular ultrasound using a dedicated registration algorithm for fusion-based quantification
Boogers, Mark J., Broersen, Alexander, van Velzen, Joëlla E., de Graaf, Fleur R., El-Naggar, Heba M., Kitslaar, Pieter H., Dijkstra, Jouke, Delgado, Victoria, Boersma, Eric, de Roos, Albert, Schuijf, Joanne D., Schalij, Martin J., Reiber, Johan H.C., Bax, Jeroen J., Jukema, J. Wouter
Published in European heart journal (01.04.2012)
Published in European heart journal (01.04.2012)
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Journal Article