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End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography D Ardila, AP Kiraly, S Bharadwaj, B Choi, JJ Reicher, L Peng, D Tse, ... Nature medicine 25 (6), 954-961, 2019 | 1842 | 2019 |
Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning R Poplin, AV Varadarajan, K Blumer, Y Liu, MV McConnell, GS Corrado, ... Nature biomedical engineering 2 (3), 158-164, 2018 | 1664 | 2018 |
Artificial intelligence and deep learning in ophthalmology DSW Ting, LR Pasquale, L Peng, JP Campbell, AY Lee, R Raman, ... British Journal of Ophthalmology 103 (2), 167-175, 2019 | 1148 | 2019 |
Detecting cancer metastases on gigapixel pathology images Y Liu, K Gadepalli, M Norouzi, GE Dahl, T Kohlberger, A Boyko, ... arXiv preprint arXiv:1703.02442, 2017 | 780 | 2017 |
TiO2 nanotube arrays of 1000 μm length by anodization of titanium foil: phenol red diffusion M Paulose, HE Prakasam, OK Varghese, L Peng, KC Popat, GK Mor, ... The Journal of Physical Chemistry C 111 (41), 14992-14997, 2007 | 646 | 2007 |
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Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy J Krause, V Gulshan, E Rahimy, P Karth, K Widner, GS Corrado, L Peng, ... Ophthalmology 125 (8), 1264-1272, 2018 | 522 | 2018 |
Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial … GS Collins, P Dhiman, CLA Navarro, J Ma, L Hooft, JB Reitsma, P Logullo, ... BMJ open 11 (7), e048008, 2021 | 506 | 2021 |
Impact of deep learning assistance on the histopathologic review of lymph nodes for metastatic breast cancer DF Steiner, R MacDonald, Y Liu, P Truszkowski, JD Hipp, C Gammage, ... The American journal of surgical pathology 42 (12), 1636-1646, 2018 | 465 | 2018 |
Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer K Nagpal, D Foote, Y Liu, PHC Chen, E Wulczyn, F Tan, N Olson, ... NPJ digital medicine 2 (1), 48, 2019 | 454 | 2019 |
Deep learning in ophthalmology: the technical and clinical considerations DSW Ting, L Peng, AV Varadarajan, PA Keane, PM Burlina, MF Chiang, ... Progress in retinal and eye research 72, 100759, 2019 | 451 | 2019 |
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Using a deep learning algorithm and integrated gradients explanation to assist grading for diabetic retinopathy R Sayres, A Taly, E Rahimy, K Blumer, D Coz, N Hammel, J Krause, ... Ophthalmology 126 (4), 552-564, 2019 | 409 | 2019 |
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