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Weakly-supervised deep learning for ultrasound diagnosis of breast cancer
Kim, Jaeil, Kim, Hye Jung, Kim, Chanho, Lee, Jin Hwa, Kim, Keum Won, Park, Young Mi, Kim, Hye Won, Ki, So Yeon, Kim, You Me, Kim, Won Hwa
Published in Scientific reports (21.12.2021)
Published in Scientific reports (21.12.2021)
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Journal Article
Development of a deep learning algorithm for Paneth cell density quantification for inflammatory bowel disease
Kang, Liang-I, Sarullo, Kathryn, Marsh, Jon N., Lu, Liang, Khonde, Pooja, Ma, Changqing, Haritunians, Talin, Mujukian, Angela, Mengesha, Emebet, McGovern, Dermot P.B., Stappenbeck, Thaddeus S., Swamidass, S. Joshua, Liu, Ta-Chiang
Published in EBioMedicine (01.12.2024)
Published in EBioMedicine (01.12.2024)
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Journal Article
Clinical applications of machine learning algorithms: beyond the black box
Watson, David S, Krutzinna, Jenny, Bruce, Ian N, Griffiths, Christopher EM, McInnes, Iain B, Barnes, Michael R, Floridi, Luciano
Published in BMJ (Online) (12.03.2019)
Published in BMJ (Online) (12.03.2019)
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Journal Article
Pathology Image Analysis Using Segmentation Deep Learning Algorithms
Wang, Shidan, Yang, Donghan M., Rong, Ruichen, Zhan, Xiaowei, Xiao, Guanghua
Published in The American journal of pathology (01.09.2019)
Published in The American journal of pathology (01.09.2019)
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Journal Article
Clinical target volume (CTV) automatic delineation using deep learning network for cervical cancer radiotherapy: A study with external validation
Wu, Zhe, Wang, Dong, Xu, Cheng, Peng, Shengxian, Deng, Lihua, Liu, Mujun, Wu, Yi
Published in Journal of applied clinical medical physics (01.01.2025)
Published in Journal of applied clinical medical physics (01.01.2025)
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Journal Article
Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury
Gravesteijn, Benjamin Y., Lingsma, Hester F., Nelson, David, Steyerberg, Ewout W., Andreassen, Lasse, Anke, Audny, Audibert, Gérard, Barzó, Pál, Beauvais, Romuald, Bellander, Bo-Michael, Benali, Habib, Beretta, Luigi, Blaabjerg, Morten, Brazinova, Alexandra, Brooker, Joanne, Brorsson, Camilla, Bullinger, Monika, Lozano, Guillermo Carbayo, Chieregato, Arturo, Coburn, Mark, Dawes, Helen, Della Corte, Francesco, Đilvesi, Đula, Esser, Patrick, Martin Fabricius, Erzsébet Ezer, Feigin, Kelly Foks, Valery L., Gagliardo, Pablo, Gantner, Dashiell, Gao, Guoyi, Glocker, Ben, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Helbok, Raimund, Jacobs, Bram, Ji-yao Jiang, Mike Jarrett, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Koraropoulos, Evgenios, Koskinen, Lars-Owe, Laureys, Steven, Legrand, Valerie, Lightfoot, Roger, Lingsma, Hester, Castaño-León, Ana M., Manley, Geoffrey, Maréchal, Hugues, McMahon, Catherine, Menovsky, Tomas, Mulazzi, Davide, Nair, Nandesh, Nieboer, Daan, Nyirádi, József, Oresic, Matej, Ortolano, Fabrizio, Palotie, Aarno, Parizel, Paul M., Pirinen, Matti, Polinder, Suzanne, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Rosenlund, Christina, Rossaint, Rolf, Sakowitz, Oliver, Sandor, Janos, Schoechl, Herbert, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Stamatakis, Emmanuel, Stanworth, Simon, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Tibboel, Dick, Vajkoczy, Peter, Vallance, Shirley, van der Naalt, Joukje, van Dijck, Jeroen T.J.M., van Essen, Thomas A., van Heugten, Caroline, Van Praag, Dominique, Vyvere, Thijs Vande, Vespa, Paul M., Voormolen, Daphne, Wang, Kevin K.W., Wiegers, Eveline, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Younsi, Alexander, Zelinkova, Veronika
Published in Journal of clinical epidemiology (01.06.2020)
Published in Journal of clinical epidemiology (01.06.2020)
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Journal Article
Using Machine Learning Algorithms to Predict Immunotherapy Response in Patients with Advanced Melanoma
Johannet, Paul, Coudray, Nicolas, Donnelly, Douglas M., Jour, George, Illa-Bochaca, Irineu, Xia, Yuhe, Johnson, Douglas B., Wheless, Lee, Patrinely, James R., Nomikou, Sofia, Rimm, David L., Pavlick, Anna C., Weber, Jeffrey S., Zhong, Judy, Tsirigos, Aristotelis, Osman, Iman
Published in Clinical cancer research (01.01.2021)
Published in Clinical cancer research (01.01.2021)
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Journal Article
Robust explanation supervision for false positive reduction in pulmonary nodule detection
Zhao, Qilong, Chang, Chih‐Wei, Yang, Xiaofeng, Zhao, Liang
Published in Medical physics (Lancaster) (01.03.2024)
Published in Medical physics (Lancaster) (01.03.2024)
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Journal Article
Deep computational pathology in breast cancer
Duggento, Andrea, Conti, Allegra, Mauriello, Alessandro, Guerrisi, Maria, Toschi, Nicola
Published in Seminars in cancer biology (01.07.2021)
Published in Seminars in cancer biology (01.07.2021)
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Journal Article
Inflammatory biomarkers in infective endocarditis: machine learning to predict mortality
Ris, T., Teixeira‐Carvalho, A., Coelho, R. Matos Pinto, Brandao‐de‐Resende, C., Gomes, M. Souza, Amaral, L. Rodrigues, Pinto, P. H. Oliveira Murta, Santos, L. J. Souza, Salles, J. Teixeira, Roos‐Hesselink, Jolien, Verkaik, N., Ferrari, T. Cristina Abreu, Nunes, M. C. Pereira
Published in Clinical and experimental immunology (01.06.2019)
Published in Clinical and experimental immunology (01.06.2019)
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Journal Article
Prediction of brain maturity in infants using machine-learning algorithms
Smyser, Christopher D., Dosenbach, Nico U.F., Smyser, Tara A., Snyder, Abraham Z., Rogers, Cynthia E., Inder, Terrie E., Schlaggar, Bradley L., Neil, Jeffrey J.
Published in NeuroImage (Orlando, Fla.) (01.08.2016)
Published in NeuroImage (Orlando, Fla.) (01.08.2016)
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Journal Article
Application of a deep learning algorithm for detection and visualization of hip fractures on plain pelvic radiographs
Cheng, Chi-Tung, Ho, Tsung-Ying, Lee, Tao-Yi, Chang, Chih-Chen, Chou, Ching-Cheng, Chen, Chih-Chi, Chung, I-Fang, Liao, Chien-Hung
Published in European radiology (01.10.2019)
Published in European radiology (01.10.2019)
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Journal Article
Artificial Intelligence-based methods in head and neck cancer diagnosis: an overview
Mahmood, Hanya, Shaban, Muhammad, Rajpoot, Nasir, Khurram, Syed A.
Published in British journal of cancer (08.06.2021)
Published in British journal of cancer (08.06.2021)
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Journal Article
A systematic review on feature extraction methods and deep learning models for detection of cancerous lung nodules at an early stage –the recent trends and challenges
Palani, Mathumetha, Rajagopal, Sivakumar, Chintanpalli, Anantha Krishna
Published in Biomedical physics & engineering express (20.11.2024)
Published in Biomedical physics & engineering express (20.11.2024)
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Journal Article