Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning von Varadarajan, Avinash V., Bavishi, Pinal, Ruamviboonsuk, Paisan, Chotcomwongse, Peranut, Venugopalan, Subhashini, Narayanaswamy, Arunachalam, Cuadros, Jorge, Kanai, Kuniyoshi, Bresnick, George, Tadarati, Mongkol, Silpa-archa, Sukhum, Limwattanayingyong, Jirawut, Nganthavee, Variya, Ledsam, Joseph R., Keane, Pearse A., Corrado, Greg S., Peng, Lily, Webster, Dale R.

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Scientific Discovery by Generating Counterfactuals Using Image Translation von Narayanaswamy, Arunachalam, Venugopalan, Subhashini, Webster, Dale R., Peng, Lily, Corrado, Greg S., Ruamviboonsuk, Paisan, Bavishi, Pinal, Brenner, Michael, Nelson, Philip C., Varadarajan, Avinash V.

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Predicting the risk of developing diabetic retinopathy using deep learning von Bora, Ashish, Balasubramanian, Siva, Babenko, Boris, Virmani, Sunny, Venugopalan, Subhashini, Mitani, Akinori, de Oliveira Marinho, Guilherme, Cuadros, Jorge, Ruamviboonsuk, Paisan, Corrado, Greg S, Peng, Lily, Webster, Dale R, Varadarajan, Avinash V, Hammel, Naama, Liu, Yun, Bavishi, Pinal

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Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging von Azizi, Shekoofeh, Culp, Laura, Freyberg, Jan, Mustafa, Basil, Baur, Sebastien, Kornblith, Simon, Chen, Ting, Tomasev, Nenad, Mitrović, Jovana, Strachan, Patricia, Mahdavi, S. Sara, Wulczyn, Ellery, Babenko, Boris, Walker, Megan, Loh, Aaron, Chen, Po-Hsuan Cameron, Liu, Yuan, Bavishi, Pinal, McKinney, Scott Mayer, Winkens, Jim, Roy, Abhijit Guha, Beaver, Zach, Ryan, Fiona, Krogue, Justin, Etemadi, Mozziyar, Telang, Umesh, Liu, Yun, Peng, Lily, Corrado, Greg S., Webster, Dale R., Fleet, David, Hinton, Geoffrey, Houlsby, Neil, Karthikesalingam, Alan, Norouzi, Mohammad, Natarajan, Vivek

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Deep Learning to Detect OCT-derived Diabetic Macular Edema from Color Retinal Photographs: A Multicenter Validation Study von Liu, Xinle, Ali, Tayyeba K, Singh, Preeti, Shah, Ami, McKinney, Scott Mayer, Ruamviboonsuk, Paisan, Turner, Angus W, Keane, Pearse A, Chotcomwongse, Peranut, Nganthavee, Variya, Chia, Mark, Huemer, Josef, Cuadros, Jorge, Raman, Rajiv, Corrado, Greg S, Peng, Lily, Webster, Dale R, Hammel, Naama, Varadarajan, Avinash V, Liu, Yun, Chopra, Reena, Bavishi, Pinal

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Risk Stratification for Diabetic Retinopathy Screening Order Using Deep Learning: A Multicenter Prospective Study von Bora, Ashish, Tiwari, Richa, Bavishi, Pinal, Virmani, Sunny, Huang, Rayman, Traynis, Ilana, Corrado, Greg S, Peng, Lily, Webster, Dale R, Varadarajan, Avinash V, Pattanapongpaiboon, Warisara, Chopra, Reena, Ruamviboonsuk, Paisan

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Predicting Risk of Developing Diabetic Retinopathy using Deep Learning von Bora, Ashish, Balasubramanian, Siva, Babenko, Boris, Virmani, Sunny, Venugopalan, Subhashini, Mitani, Akinori, Guilherme de Oliveira Marinho, Cuadros, Jorge, Ruamviboonsuk, Paisan, Corrado, Greg S, Peng, Lily, Webster, Dale R, Varadarajan, Avinash V, Hammel, Naama, Liu, Yun, Pinal Bavishi

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Deep Learning to Detect OCT-derived Diabetic Macular Edema from Color Retinal Photographs von Liu, Xinle, Ali, Tayyeba K., Singh, Preeti, Shah, Ami, McKinney, Scott Mayer, Ruamviboonsuk, Paisan, Turner, Angus W., Keane, Pearse A., Chotcomwongse, Peranut, Nganthavee, Variya, Chia, Mark, Huemer, Josef, Cuadros, Jorge, Raman, Rajiv, Corrado, Greg S., Peng, Lily, Webster, Dale R., Hammel, Naama, Varadarajan, Avinash V., Liu, Yun, Chopra, Reena, Bavishi, Pinal

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Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning von Varadarajan, Avinash, Pinal Bavishi, Raumviboonsuk, Paisan, Chotcomwongse, Peranut, Venugopalan, Subhashini, Arunachalam Narayanaswamy, Cuadros, Jorge, Kanai, Kuniyoshi, Bresnick, George, Tadarati, Mongkol, Silpa-archa, Sukhum, Limwattanayingyong, Jirawut, Nganthavee, Variya, Ledsam, Joe, Keane, Pearse A, Corrado, Greg S, Peng, Lily, Webster, Dale R

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Validation of a deep learning system for the detection of diabetic retinopathy in Indigenous Australians von Chia, Mark A, Hersch, Fred, Sayres, Rory, Bavishi, Pinal, Tiwari, Richa, Keane, Pearse A, Turner, Angus W

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PROCESSING FUNDUS CAMERA IMAGES USING MACHINE LEARNING MODELS TRAINED USING OTHER MODALITIES von VARADARAJAN, Avinash Vaidyanathan, BAVISHI, Pinal, WEBSTER, Dale R, PENG, Lily Hao Yi

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Processing fundus camera images using machine learning models trained using other modalities von Webster, Dale R, Peng, Lily Hao Yi, Bavishi, Pinal, Varadarajan, Avinash Vaidyanathan

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Scientific Discovery by Generating Counterfactuals using Image Translation von Narayanaswamy, Arunachalam, Venugopalan, Subhashini, Webster, Dale R, Peng, Lily, Corrado, Greg, Ruamviboonsuk, Paisan, Bavishi, Pinal, Sayres, Rory, Huang, Abigail, Balasubramanian, Siva, Brenner, Michael, Nelson, Philip, Varadarajan, Avinash V

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Robust and Efficient Medical Imaging with Self-Supervision von Azizi, Shekoofeh, Culp, Laura, Freyberg, Jan, Mustafa, Basil, Baur, Sebastien, Kornblith, Simon, Chen, Ting, MacWilliams, Patricia, Mahdavi, S. Sara, Wulczyn, Ellery, Babenko, Boris, Wilson, Megan, Loh, Aaron, Chen, Po-Hsuan Cameron, Liu, Yuan, Bavishi, Pinal, McKinney, Scott Mayer, Winkens, Jim, Roy, Abhijit Guha, Beaver, Zach, Ryan, Fiona, Krogue, Justin, Etemadi, Mozziyar, Telang, Umesh, Liu, Yun, Peng, Lily, Corrado, Greg S, Webster, Dale R, Fleet, David, Hinton, Geoffrey, Houlsby, Neil, Karthikesalingam, Alan, Norouzi, Mohammad, Natarajan, Vivek

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PROCESSING FUNDUS CAMERA IMAGES USING MACHINE LEARNING MODELS TRAINED USING OTHER MODALITIES von Webster, Dale R, Peng, Lily Hao Yi, Bavishi, Pinal, Varadarajan, Avinash Vaidyanathan

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PROCESSING FUNDUS CAMERA IMAGES USING MACHINE LEARNING MODELS TRAINED USING OTHER MODALITIES von VARADARAJAN, Avinash Vaidyanathan, BAVISHI, Pinal, WEBSTER, Dale R, PENG, Lily Hao Yi

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Medical Condition Visual Search von Yücer, Kaan, Nagda, Mahvish A, Bavishi, Pinal, Yu, Kai, Miller, Willa Angel Chen, Hansen, Lars Thomas, Wang, Louis, Webster, Dale Richard, Bui, Peggy Yen Phuong, Jain, Ayush, Martynova, Anastasia, Liu, Yuan, Duong, Quang Anh, Berrada, Dounia, Talreja, Amit Sanjay, Rikhye, Rajeev Vijay, Eicher, Christopher James, Krause, Jonathan David, Kharbanda, Harshit, Yu, Jieming, Lan, Ke, Buisman, Bianca Madalina, Ward, Abigail, Bonaci, Igor

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MEDICAL CONDITION VISUAL SEARCH von KRAUSE, Jonathan David, TALREJA, Amit Sanjay, BONACI, Igor, KHARBANDA, Harshit, WARD, Abigail, HANSEN, Lars Thomas, LAN, Ke, BUISMAN, Bianca Madalina, MARTYNOVA, Anastasia, NAGDA, Mehwish A, DUONG, Quang Anh, LIU, Yuan, BAVISHI, Pinal, YU, Kai, BERRADA, Dounia, WEBSTER, Dale Richard, WANG, Louis, JAIN, Ayush, MILLER, Willa Angel Chen, YUCER, Kaan, RIKHYE, Rajeev Vijay, BUI, Peggy Yen Phuong, EICHER, Christopher James, YU, Jieming

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PROCESSING FUNDUS CAMERA IMAGES USING MACHINE LEARNING MODELS TRAINED USING OTHER MODALITIES von VARADARAJAN, Avinash Vaidyanathan, BAVISHI, Pinal, WEBSTER, Dale R, PENG, Lily Hao Yi

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Scientific Discovery by Generating Counterfactuals using Image Translation von Arunachalam Narayanaswamy, Venugopalan, Subhashini, Webster, Dale R, Peng, Lily, Corrado, Greg, Ruamviboonsuk, Paisan, Pinal Bavishi, Sayres, Rory, Huang, Abigail, Balasubramanian, Siva, Brenner, Michael, Nelson, Philip, Varadarajan, Avinash V

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