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Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
Akçakaya, Mehmet, Moeller, Steen, Weingärtner, Sebastian, Uğurbil, Kâmil
Published in Magnetic resonance in medicine (01.01.2019)
Published in Magnetic resonance in medicine (01.01.2019)
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Journal Article
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory CRF, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Haß, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M. Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui
Published in JAMA : the journal of the American Medical Association (12.12.2017)
Published in JAMA : the journal of the American Medical Association (12.12.2017)
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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
Radiogenomics of lower-grade gliomas: machine learning–based MRI texture analysis for predicting 1p/19q codeletion status
Kocak, Burak, Durmaz, Emine Sebnem, Ates, Ece, Sel, Ipek, Turgut Gunes, Saime, Kaya, Ozlem Korkmaz, Zeynalova, Amalya, Kilickesmez, Ozgur
Published in European radiology (01.02.2020)
Published in European radiology (01.02.2020)
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Journal Article
Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists
Haenssle, H.A., Fink, C., Schneiderbauer, R., Toberer, F., Buhl, T., Blum, A., Kalloo, A., Hassen, A. Ben Hadj, Thomas, L., Enk, A., Uhlmann, L., Alt, Christina, Arenbergerova, Monika, Bakos, Renato, Baltzer, Anne, Bertlich, Ines, Blum, Andreas, Bokor-Billmann, Therezia, Bowling, Jonathan, Braghiroli, Naira, Braun, Ralph, Buder-Bakhaya, Kristina, Buhl, Timo, Cabo, Horacio, Cabrijan, Leo, Cevic, Naciye, Classen, Anna, Deltgen, David, Fink, Christine, Georgieva, Ivelina, Hakim-Meibodi, Lara-Elena, Hanner, Susanne, Hartmann, Franziska, Hartmann, Julia, Haus, Georg, Hoxha, Elti, Karls, Raimonds, Koga, Hiroshi, Kreusch, Jürgen, Lallas, Aimilios, Majenka, Pawel, Marghoob, Ash, Massone, Cesare, Mekokishvili, Lali, Mestel, Dominik, Meyer, Volker, Neuberger, Anna, Nielsen, Kari, Oliviero, Margaret, Pampena, Riccardo, Paoli, John, Pawlik, Erika, Rao, Barbar, Rendon, Adriana, Russo, Teresa, Sadek, Ahmed, Samhaber, Kinga, Schneiderbauer, Roland, Schweizer, Anissa, Toberer, Ferdinand, Trennheuser, Lukas, Vlahova, Lyobomira, Wald, Alexander, Winkler, Julia, Wölbing, Priscila, Zalaudek, Iris
Published in Annals of oncology (01.08.2018)
Published in Annals of oncology (01.08.2018)
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Journal Article
Predicting antimicrobial resistance in Pseudomonas aeruginosa with machine learning‐enabled molecular diagnostics
Khaledi, Ariane, Weimann, Aaron, Schniederjans, Monika, Asgari, Ehsaneddin, Kuo, Tzu‐Hao, Oliver, Antonio, Cabot, Gabriel, Kola, Axel, Gastmeier, Petra, Hogardt, Michael, Jonas, Daniel, Mofrad, Mohammad RK, Bremges, Andreas, McHardy, Alice C, Häussler, Susanne
Published in EMBO molecular medicine (06.03.2020)
Published in EMBO molecular medicine (06.03.2020)
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Journal Article
An Efficient Segmentation and Classification System in Medical Images Using Intuitionist Possibilistic Fuzzy C-Mean Clustering and Fuzzy SVM Algorithm
Chowdhary, Chiranji Lal, Mittal, Mohit, P., Kumaresan, Pattanaik, P. A., Marszalek, Zbigniew
Published in Sensors (Basel, Switzerland) (13.07.2020)
Published in Sensors (Basel, Switzerland) (13.07.2020)
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Journal Article
VMseg: Using spatial variance to automatically segment retinal non-perfusion on OCT-angiography
LE BOITE, Hugo, COUTURIER, Aude, TADAYONI, Ramin, LAMARD, Mathieu, QUELLEC, Gwenolé
Published in PloS one (07.08.2024)
Published in PloS one (07.08.2024)
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Journal Article
Validation of automated artificial intelligence segmentation of optical coherence tomography images
Maloca, Peter M., Lee, Aaron Y., de Carvalho, Emanuel R., Okada, Mali, Fasler, Katrin, Leung, Irene, Hörmann, Beat, Kaiser, Pascal, Suter, Susanne, Hasler, Pascal W., Zarranz-Ventura, Javier, Egan, Catherine, Heeren, Tjebo F. C., Balaskas, Konstantinos, Tufail, Adnan, Scholl, Hendrik P. N.
Published in PloS one (16.08.2019)
Published in PloS one (16.08.2019)
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Journal Article
Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study
Chilamkurthy, Sasank, Ghosh, Rohit, Tanamala, Swetha, Biviji, Mustafa, Campeau, Norbert G, Venugopal, Vasantha Kumar, Mahajan, Vidur, Rao, Pooja, Warier, Prashant
Published in The Lancet (British edition) (01.12.2018)
Published in The Lancet (British edition) (01.12.2018)
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Journal Article
Diagnostic of fatty liver using radiomics and deep learning models on non-contrast abdominal CT
Zhang, Haoran, Liu, Jinlong, Su, Danyang, Bai, Zhen, Wu, Yan, Ma, Yuanbo, Miao, Qiuju, Wang, Mingyue, Yang, Xiaopeng
Published in PloS one (13.02.2025)
Published in PloS one (13.02.2025)
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Journal Article
Improvement of electrocardiographic diagnostic accuracy of left ventricular hypertrophy using a Machine Learning approach
De la Garza-Salazar, Fernando, Romero-Ibarguengoitia, Maria Elena, Rodriguez-Diaz, Elias Abraham, Azpiri-Lopez, Jose Ramón, González-Cantu, Arnulfo
Published in PloS one (13.05.2020)
Published in PloS one (13.05.2020)
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Journal Article
Leveraging a Vision Transformer Model to Improve Diagnostic Accuracy of Cardiac Amyloidosis With Cardiac Magnetic Resonance
Cockrum, Joshua, Nakashima, Makiya, Ammoury, Carl, Rizkallah, Diane, Mauch, Joseph, Lopez, David, Wolinksy, David, Hwang, Tae Hyun, Kapadia, Samir, Svensson, Lars G., Grimm, Richard, Hanna, Mazen, Tang, W.H. Wilson, Nguyen, Christopher, Chen, David, Kwon, Deborah
Published in JACC. Cardiovascular imaging (01.03.2025)
Published in JACC. Cardiovascular imaging (01.03.2025)
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Journal Article
Comparison between five pattern-based approaches for automated diagnostic classification of mature/peripheral B-cell neoplasms based on standardized EuroFlow flow cytometry immunophenotypic data
Pedreira, C.E., Lecrevisse, Q., Fluxa, R., Verde, J., Barrena, S., Flores-Montero, J., Fernandez, P., Morf, D., van der Velden, V.H.J., Mejstrikova, E., Caetano, J., Burgos, L., Böttcher, S., van Dongen, J.J.M., Orfao, A.
Published in Computers in biology and medicine (01.06.2025)
Published in Computers in biology and medicine (01.06.2025)
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Journal Article
A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data
Ahmed, M.N., Yamany, S.M., Mohamed, N., Farag, A.A., Moriarty, T.
Published in IEEE transactions on medical imaging (01.03.2002)
Published in IEEE transactions on medical imaging (01.03.2002)
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Journal Article