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A five-safes approach to a secure and scalable genomics data repository.
Shih CC, Chen J, Lee AS, Bertin N, Hebrard M, Khor CC, Li Z, Juan Tan JH, Meah WY, Peh SQ, Mok SQ, Sim KS, Liu J, Wang L, Wong E, Li J, Tin A, Cheng CY, Heng CK, Yuan JM, Koh WP, Saw SM, Friedlander Y, Sim X, Chai JF, Chong YS, Davila S, Goh LL, Lee ES, Wong TY, Karnani N, Leong KP, Yeo KK, Chambers JC, Lim SC, Goh RSM, Tan P, Dorajoo R. Shih CC, et al. Among authors: goh rsm. iScience. 2023 Mar 31;26(4):106546. doi: 10.1016/j.isci.2023.106546. eCollection 2023 Apr 21. iScience. 2023. PMID: 37123247 Free PMC article.
The Singapore National Precision Medicine Strategy.
Wong E, Bertin N, Hebrard M, Tirado-Magallanes R, Bellis C, Lim WK, Chua CY, Tong PML, Chua R, Mak K, Lim TM, Cheong WY, Thien KE, Goh KT, Chai JF, Lee J, Sung JJ, Wong TY, Chin CWL, Gluckman PD, Goh LL, Ban KHK, Tan TW; SG10K_Health Consortium; Sim X, Cheng CY, Davila S, Karnani N, Leong KP, Liu J, Prabhakar S, Maurer-Stroh S, Verma CS, Krishnaswamy P, Goh RSM, Chia I, Ho C, Low D, Virabhak S, Yong J, Zheng W, Seow SW, Seck YK, Koh M, Chambers JC, Tai ES, Tan P. Wong E, et al. Among authors: goh kt, goh rsm, goh ll. Nat Genet. 2023 Feb;55(2):178-186. doi: 10.1038/s41588-022-01274-x. Epub 2023 Jan 19. Nat Genet. 2023. PMID: 36658435 Review.
Development and testing of a multi-lingual Natural Language Processing-based deep learning system in 10 languages for COVID-19 pandemic crisis: A multi-center study.
Yang LWY, Ng WY, Lei X, Tan SCY, Wang Z, Yan M, Pargi MK, Zhang X, Lim JS, Gunasekeran DV, Tan FCP, Lee CE, Yeo KK, Tan HK, Ho HSS, Tan BWB, Wong TY, Kwek KYC, Goh RSM, Liu Y, Ting DSW. Yang LWY, et al. Among authors: goh rsm. Front Public Health. 2023 Feb 13;11:1063466. doi: 10.3389/fpubh.2023.1063466. eCollection 2023. Front Public Health. 2023. PMID: 36860378 Free PMC article.
Uncertainty-inspired open set learning for retinal anomaly identification.
Wang M, Lin T, Wang L, Lin A, Zou K, Xu X, Zhou Y, Peng Y, Meng Q, Qian Y, Deng G, Wu Z, Chen J, Lin J, Zhang M, Zhu W, Zhang C, Zhang D, Goh RSM, Liu Y, Pang CP, Chen X, Chen H, Fu H. Wang M, et al. Among authors: goh rsm. Nat Commun. 2023 Oct 24;14(1):6757. doi: 10.1038/s41467-023-42444-7. Nat Commun. 2023. PMID: 37875484 Free PMC article.
Federated benchmarking of medical artificial intelligence with MedPerf.
Karargyris A, Umeton R, Sheller MJ, Aristizabal A, George J, Wuest A, Pati S, Kassem H, Zenk M, Baid U, Narayana Moorthy P, Chowdhury A, Guo J, Nalawade S, Rosenthal J, Kanter D, Xenochristou M, Beutel DJ, Chung V, Bergquist T, Eddy J, Abid A, Tunstall L, Sanseviero O, Dimitriadis D, Qian Y, Xu X, Liu Y, Goh RSM, Bala S, Bittorf V, Reddy Puchala S, Ricciuti B, Samineni S, Sengupta E, Chaudhari A, Coleman C, Desinghu B, Diamos G, Dutta D, Feddema D, Fursin G, Huang X, Kashyap S, Lane N, Mallick I; FeTS Consortium; BraTS-2020 Consortium; AI4SafeChole Consortium; Mascagni P, Mehta V, Ferro Moraes C, Natarajan V, Nikolov N, Padoy N, Pekhimenko G, Reddi VJ, Reina GA, Ribalta P, Singh A, Thiagarajan JJ, Albrecht J, Wolf T, Miller G, Fu H, Shah P, Xu D, Yadav P, Talby D, Awad MM, Howard JP, Rosenthal M, Marchionni L, Loda M, Johnson JM, Bakas S, Mattson P. Karargyris A, et al. Among authors: goh rsm. Nat Mach Intell. 2023 Jul;5(7):799-810. doi: 10.1038/s42256-023-00652-2. Epub 2023 Jul 17. Nat Mach Intell. 2023. PMID: 38706981 Free PMC article.
Generative Image Reconstruction From Gradients.
Sotthiwat E, Zhen L, Zhang C, Li Z, Goh RSM. Sotthiwat E, et al. Among authors: goh rsm. IEEE Trans Neural Netw Learn Syst. 2024 Apr 10;PP. doi: 10.1109/TNNLS.2024.3383722. Online ahead of print. IEEE Trans Neural Netw Learn Syst. 2024. PMID: 38598391
27 results