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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: hamzah h. 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.
A deep learning system for predicting time to progression of diabetic retinopathy.
Dai L, Sheng B, Chen T, Wu Q, Liu R, Cai C, Wu L, Yang D, Hamzah H, Liu Y, Wang X, Guan Z, Yu S, Li T, Tang Z, Ran A, Che H, Chen H, Zheng Y, Shu J, Huang S, Wu C, Lin S, Liu D, Li J, Wang Z, Meng Z, Shen J, Hou X, Deng C, Ruan L, Lu F, Chee M, Quek TC, Srinivasan R, Raman R, Sun X, Wang YX, Wu J, Jin H, Dai R, Shen D, Yang X, Guo M, Zhang C, Cheung CY, Tan GSW, Tham YC, Cheng CY, Li H, Wong TY, Jia W. Dai L, et al. Among authors: hamzah h. Nat Med. 2024 Feb;30(2):584-594. doi: 10.1038/s41591-023-02702-z. Epub 2024 Jan 4. Nat Med. 2024. PMID: 38177850 Free PMC article.
A deep learning algorithm to detect chronic kidney disease from retinal photographs in community-based populations.
Sabanayagam C, Xu D, Ting DSW, Nusinovici S, Banu R, Hamzah H, Lim C, Tham YC, Cheung CY, Tai ES, Wang YX, Jonas JB, Cheng CY, Lee ML, Hsu W, Wong TY. Sabanayagam C, et al. Among authors: hamzah h. Lancet Digit Health. 2020 Jun;2(6):e295-e302. doi: 10.1016/S2589-7500(20)30063-7. Epub 2020 May 12. Lancet Digit Health. 2020. PMID: 33328123 Free article.
Detecting visually significant cataract using retinal photograph-based deep learning.
Tham YC, Goh JHL, Anees A, Lei X, Rim TH, Chee ML, Wang YX, Jonas JB, Thakur S, Teo ZL, Cheung N, Hamzah H, Tan GSW, Husain R, Sabanayagam C, Wang JJ, Chen Q, Lu Z, Keenan TD, Chew EY, Tan AG, Mitchell P, Goh RSM, Xu X, Liu Y, Wong TY, Cheng CY. Tham YC, et al. Among authors: hamzah h. Nat Aging. 2022 Mar;2(3):264-271. doi: 10.1038/s43587-022-00171-6. Epub 2022 Feb 21. Nat Aging. 2022. PMID: 37118370 Free PMC article.
Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study.
Tham YC, Anees A, Zhang L, Goh JHL, Rim TH, Nusinovici S, Hamzah H, Chee ML, Tjio G, Li S, Xu X, Goh R, Tang F, Cheung CY, Wang YX, Nangia V, Jonas JB, Gopinath B, Mitchell P, Husain R, Lamoureux E, Sabanayagam C, Wang JJ, Aung T, Liu Y, Wong TY, Cheng CY. Tham YC, et al. Among authors: hamzah h. Lancet Digit Health. 2021 Jan;3(1):e29-e40. doi: 10.1016/S2589-7500(20)30271-5. Lancet Digit Health. 2021. PMID: 33735066 Free article.
Author Correction: Detecting visually significant cataract using retinal photograph-based deep learning.
Tham YC, Goh JHL, Anees A, Lei X, Rim TH, Chee ML, Wang YX, Jonas JB, Thakur S, Teo ZL, Cheung N, Hamzah H, Tan GSW, Husain R, Sabanayagam C, Wang JJ, Chen Q, Lu Z, Keenan TD, Chew EY, Tan AG, Mitchell P, Goh RSM, Xu X, Liu Y, Wong TY, Cheng CY. Tham YC, et al. Among authors: hamzah h. Nat Aging. 2022 Jun;2(6):562. doi: 10.1038/s43587-022-00245-5. Nat Aging. 2022. PMID: 37118457 Free PMC article. No abstract available.
Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes.
Ting DSW, Cheung CY, Lim G, Tan GSW, Quang ND, Gan A, Hamzah H, Garcia-Franco R, San Yeo IY, Lee SY, Wong EYM, Sabanayagam C, Baskaran M, Ibrahim F, Tan NC, Finkelstein EA, Lamoureux EL, Wong IY, Bressler NM, Sivaprasad S, Varma R, Jonas JB, He MG, Cheng CY, Cheung GCM, Aung T, Hsu W, Lee ML, Wong TY. Ting DSW, et al. Among authors: hamzah h. JAMA. 2017 Dec 12;318(22):2211-2223. doi: 10.1001/jama.2017.18152. JAMA. 2017. PMID: 29234807 Free PMC article.
144 results