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Integrated image-based deep learning and language models for primary diabetes care.
Li J, Guan Z, Wang J, Cheung CY, Zheng Y, Lim LL, Lim CC, Ruamviboonsuk P, Raman R, Corsino L, Echouffo-Tcheugui JB, Luk AOY, Chen LJ, Sun X, Hamzah H, Wu Q, Wang X, Liu R, Wang YX, Chen T, Zhang X, Yang X, Yin J, Wan J, Du W, Quek TC, Goh JHL, Yang D, Hu X, Nguyen TX, Szeto SKH, Chotcomwongse P, Malek R, Normatova N, Ibragimova N, Srinivasan R, Zhong P, Huang W, Deng C, Ruan L, Zhang C, Zhang C, Zhou Y, Wu C, Dai R, Koh SWC, Abdullah A, Hee NKY, Tan HC, Liew ZH, Tien CS, Kao SL, Lim AYL, Mok SF, Sun L, Gu J, Wu L, Li T, Cheng D, Wang Z, Qin Y, Dai L, Meng Z, Shu J, Lu Y, Jiang N, Hu T, Huang S, Huang G, Yu S, Liu D, Ma W, Guo M, Guan X, Yang X, Bascaran C, Cleland CR, Bao Y, Ekinci EI, Jenkins A, Chan JCN, Bee YM, Sivaprasad S, Shaw JE, Simó R, Keane PA, Cheng CY, Tan GSW, Jia W, Tham YC, Li H, Sheng B, Wong TY. Li J, et al. Among authors: dai r, dai l. Nat Med. 2024 Oct;30(10):2886-2896. doi: 10.1038/s41591-024-03139-8. Epub 2024 Jul 19. Nat Med. 2024. PMID: 39030266 Free PMC article.
DeepDRiD: Diabetic Retinopathy-Grading and Image Quality Estimation Challenge.
Liu R, Wang X, Wu Q, Dai L, Fang X, Yan T, Son J, Tang S, Li J, Gao Z, Galdran A, Poorneshwaran JM, Liu H, Wang J, Chen Y, Porwal P, Wei Tan GS, Yang X, Dai C, Song H, Chen M, Li H, Jia W, Shen D, Sheng B, Zhang P. Liu R, et al. Among authors: dai c, dai l. Patterns (N Y). 2022 May 20;3(6):100512. doi: 10.1016/j.patter.2022.100512. eCollection 2022 Jun 10. Patterns (N Y). 2022. PMID: 35755875 Free PMC article.
Domain-invariant interpretable fundus image quality assessment.
Shen Y, Sheng B, Fang R, Li H, Dai L, Stolte S, Qin J, Jia W, Shen D. Shen Y, et al. Among authors: dai l. Med Image Anal. 2020 Apr;61:101654. doi: 10.1016/j.media.2020.101654. Epub 2020 Jan 30. Med Image Anal. 2020. PMID: 32066065
IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge.
Porwal P, Pachade S, Kokare M, Deshmukh G, Son J, Bae W, Liu L, Wang J, Liu X, Gao L, Wu T, Xiao J, Wang F, Yin B, Wang Y, Danala G, He L, Choi YH, Lee YC, Jung SH, Li Z, Sui X, Wu J, Li X, Zhou T, Toth J, Baran A, Kori A, Chennamsetty SS, Safwan M, Alex V, Lyu X, Cheng L, Chu Q, Li P, Ji X, Zhang S, Shen Y, Dai L, Saha O, Sathish R, Melo T, Araújo T, Harangi B, Sheng B, Fang R, Sheet D, Hajdu A, Zheng Y, Mendonça AM, Zhang S, Campilho A, Zheng B, Shen D, Giancardo L, Quellec G, Mériaudeau F. Porwal P, et al. Among authors: dai l. Med Image Anal. 2020 Jan;59:101561. doi: 10.1016/j.media.2019.101561. Epub 2019 Oct 3. Med Image Anal. 2020. PMID: 31671320
6,505 results