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Page 1
Risk Stratification for Diabetic Retinopathy Screening Order Using Deep Learning: A Multicenter Prospective Study.
Bora A, Tiwari R, Bavishi P, Virmani S, Huang R, Traynis I, Corrado GS, Peng L, Webster DR, Varadarajan AV, Pattanapongpaiboon W, Chopra R, Ruamviboonsuk P. Bora A, et al. Among authors: bavishi p. Transl Vis Sci Technol. 2023 Dec 1;12(12):11. doi: 10.1167/tvst.12.12.11. Transl Vis Sci Technol. 2023. PMID: 38079169 Free PMC article. Clinical Trial.
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.
Azizi S, Culp L, Freyberg J, Mustafa B, Baur S, Kornblith S, Chen T, Tomasev N, Mitrović J, Strachan P, Mahdavi SS, Wulczyn E, Babenko B, Walker M, Loh A, Chen PC, Liu Y, Bavishi P, McKinney SM, Winkens J, Roy AG, Beaver Z, Ryan F, Krogue J, Etemadi M, Telang U, Liu Y, Peng L, Corrado GS, Webster DR, Fleet D, Hinton G, Houlsby N, Karthikesalingam A, Norouzi M, Natarajan V. Azizi S, et al. Among authors: bavishi p. Nat Biomed Eng. 2023 Jun;7(6):756-779. doi: 10.1038/s41551-023-01049-7. Epub 2023 Jun 8. Nat Biomed Eng. 2023. PMID: 37291435
Deep Learning to Detect OCT-derived Diabetic Macular Edema from Color Retinal Photographs: A Multicenter Validation Study.
Liu X, Ali TK, Singh P, Shah A, McKinney SM, Ruamviboonsuk P, Turner AW, Keane PA, Chotcomwongse P, Nganthavee V, Chia M, Huemer J, Cuadros J, Raman R, Corrado GS, Peng L, Webster DR, Hammel N, Varadarajan AV, Liu Y, Chopra R, Bavishi P. Liu X, et al. Among authors: bavishi p. Ophthalmol Retina. 2022 May;6(5):398-410. doi: 10.1016/j.oret.2021.12.021. Epub 2022 Jan 5. Ophthalmol Retina. 2022. PMID: 34999015 Free article.
Predicting the risk of developing diabetic retinopathy using deep learning.
Bora A, Balasubramanian S, Babenko B, Virmani S, Venugopalan S, Mitani A, de Oliveira Marinho G, Cuadros J, Ruamviboonsuk P, Corrado GS, Peng L, Webster DR, Varadarajan AV, Hammel N, Liu Y, Bavishi P. Bora A, et al. Among authors: bavishi p. Lancet Digit Health. 2021 Jan;3(1):e10-e19. doi: 10.1016/S2589-7500(20)30250-8. Epub 2020 Nov 26. Lancet Digit Health. 2021. PMID: 33735063 Free article.
Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning.
Varadarajan AV, Bavishi P, Ruamviboonsuk P, Chotcomwongse P, Venugopalan S, Narayanaswamy A, Cuadros J, Kanai K, Bresnick G, Tadarati M, Silpa-Archa S, Limwattanayingyong J, Nganthavee V, Ledsam JR, Keane PA, Corrado GS, Peng L, Webster DR. Varadarajan AV, et al. Among authors: bavishi p. Nat Commun. 2020 Jan 8;11(1):130. doi: 10.1038/s41467-019-13922-8. Nat Commun. 2020. PMID: 31913272 Free PMC article. Clinical Trial.