| Detection of signs of disease in external photographs of the eyes via deep learning B Babenko, A Mitani, I Traynis, N Kitade, P Singh, AY Maa, J Cuadros, ... Nature biomedical engineering 6 (12), 1370-1383, 2022 | 49 | 2022 |
| ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders S Xu, L Yang, C Kelly, M Sieniek, T Kohlberger, M Ma, WH Weng, A Kiraly, ... arXiv preprint arXiv:2308.01317, 2023 | 29 | 2023 |
| Deep Learning to Detect OCT-derived Diabetic Macular Edema from Color Retinal Photographs: A Multicenter Validation Study X Liu, TK Ali, P Singh, A Shah, SM McKinney, P Ruamviboonsuk, ... Ophthalmology Retina 6 (5), 398-410, 2022 | 22 | 2022 |
| A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study B Babenko, I Traynis, C Chen, P Singh, A Uddin, J Cuadros, LP Daskivich, ... The Lancet Digital Health 5 (5), e257-e264, 2023 | 12 | 2023 |
| Deep learning to detect optical coherence tomography-derived diabetic macular edema from retinal photographs: a multicenter validation study X Liu, TK Ali, P Singh, A Shah, SM McKinney, P Ruamviboonsuk, ... Ophthalmology Retina, 2022 | 4 | 2022 |
| Detecting hidden signs of diabetes in external eye photographs B Babenko, A Mitani, I Traynis, N Kitade, P Singh, A Maa, J Cuadros, ... arXiv preprint arXiv:2011.11732, 2020 | 3 | 2020 |
| A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models SR Pfohl, H Cole-Lewis, R Sayres, D Neal, M Asiedu, A Dieng, ... arXiv preprint arXiv:2403.12025, 2024 | 2 | 2024 |
| Retinal fundus photographs capture hemoglobin loss after blood donation A Mitani, I Traynis, P Singh, GS Corrado, DR Webster, LH Peng, ... medRxiv, 2021.12. 30.21268488, 2022 | 2 | 2022 |
| Differences Between Patient and Clinician-Taken Images: Implications for Virtual Care of Skin Conditions RV Rikhye, GE Hong, P Singh, MA Smith, A Loh, V Muralidharan, D Wong, ... Mayo Clinic Proceedings: Digital Health 2 (1), 107-118, 2024 | | 2024 |
| Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings RV Rikhye, A Loh, GE Hong, P Singh, MA Smith, V Muralidharan, D Wong, ... arXiv preprint arXiv:2402.15566, 2024 | | 2024 |
| Discovering novel systemic biomarkers in external eye photos B Babenko, I Traynis, C Chen, P Singh, A Uddin, J Cuadros, LP Daskivich, ... | | 2023 |
| Discovering novel systemic biomarkers in photos of the external eye B Babenko, I Traynis, C Chen, P Singh, A Uddin, J Cuadros, LP Daskivich, ... arXiv preprint arXiv:2207.08998, 2022 | | 2022 |
| A Deep Learning Model to Detect Center-Involved Diabetic Macular Edema from Fundus Images X Liu, P Singh, P Ruamviboonsuk, P Chotcomwongse, R Chopra, ... Investigative Ophthalmology & Visual Science 61 (7), 1619-1619, 2020 | | 2020 |
| A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models | | |
| ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders S Prabhakara, D Golden, R Pilgrim, K Eswaran, A Sellergren | | |
Dale R WebsterResearch Director, GoogleVerified email at google.com
