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High dimensional predictions of suicide risk in 4.2 million US Veterans using ensemble transfer learning.
Dhaubhadel S, Ganguly K, Ribeiro RM, Cohn JD, Hyman JM, Hengartner NW, Kolade B, Singley A, Bhattacharya T, Finley P, Levin D, Thelen H, Cho K, Costa L, Ho YL, Justice AC, Pestian J, Santel D, Zamora-Resendiz R, Crivelli S, Tamang S, Martins S, Trafton J, Oslin DW, Beckham JC, Kimbrel NA; Million Veteran Program Suicide Exemplar Work Group; McMahon BH. Dhaubhadel S, et al. Among authors: ho yl. Sci Rep. 2024 Jan 20;14(1):1793. doi: 10.1038/s41598-024-51762-9. Sci Rep. 2024. PMID: 38245528 Free PMC article.
A Phenome-Wide Association Study of genes associated with COVID-19 severity reveals shared genetics with complex diseases in the Million Veteran Program.
Verma A, Tsao N, Thomann L, Ho YL, Iyengar S, Luoh SW, Carr R, Crawford D, Efird JT, Huffman J, Hung A, Ivey K, Levin M, Lynch J, Natarajan P, Pyarajan S, Bick A, Costa L, Genovese G, Hauger R, Madduri R, Pathak G, Polimanti R, Voight B, Vujkovic M, Zekavat M, Zhao H, Ritchie MD; VA Million Veteran Program COVID-19 Science Initiative; Chang KM, Cho K, Casas JP, Tsao PS, Gaziano JM, O'Donnell C, Damrauer S, Liao K. Verma A, et al. Among authors: ho yl. medRxiv [Preprint]. 2021 Oct 15:2021.05.18.21257396. doi: 10.1101/2021.05.18.21257396. medRxiv. 2021. PMID: 34642702 Free PMC article. Updated. Preprint.
Multimodal representation learning for predicting molecule-disease relations.
Wen J, Zhang X, Rush E, Panickan VA, Li X, Cai T, Zhou D, Ho YL, Costa L, Begoli E, Hong C, Gaziano JM, Cho K, Lu J, Liao KP, Zitnik M, Cai T. Wen J, et al. Among authors: ho yl. Bioinformatics. 2023 Feb 3;39(2):btad085. doi: 10.1093/bioinformatics/btad085. Bioinformatics. 2023. PMID: 36805623 Free PMC article.
Cardiovascular Disease Risk Assessment Using Traditional Risk Factors and Polygenic Risk Scores in the Million Veteran Program.
Vassy JL, Posner DC, Ho YL, Gagnon DR, Galloway A, Tanukonda V, Houghton SC, Madduri RK, McMahon BH, Tsao PS, Damrauer SM, O'Donnell CJ, Assimes TL, Casas JP, Gaziano JM, Pencina MJ, Sun YV, Cho K, Wilson PWF. Vassy JL, et al. Among authors: ho yl. JAMA Cardiol. 2023 Jun 1;8(6):564-574. doi: 10.1001/jamacardio.2023.0857. JAMA Cardiol. 2023. PMID: 37133828 Free PMC article.
ARCH: Large-scale Knowledge Graph via Aggregated Narrative Codified Health Records Analysis.
Gan Z, Zhou D, Rush E, Panickan VA, Ho YL, Ostrouchov G, Xu Z, Shen S, Xiong X, Greco KF, Hong C, Bonzel CL, Wen J, Costa L, Cai T, Begoli E, Xia Z, Gaziano JM, Liao KP, Cho K, Cai T, Lu J. Gan Z, et al. Among authors: ho yl. medRxiv [Preprint]. 2023 May 21:2023.05.14.23289955. doi: 10.1101/2023.05.14.23289955. medRxiv. 2023. PMID: 37293026 Free PMC article. Preprint.
Diversity and Scale: Genetic Architecture of 2,068 Traits in the VA Million Veteran Program.
Verma A, Huffman JE, Rodriguez A, Conery M, Liu M, Ho YL, Kim Y, Heise DA, Guare L, Panickan VA, Garcon H, Linares F, Costa L, Goethert I, Tipton R, Honerlaw J, Davies L, Whitbourne S, Cohen J, Posner DC, Sangar R, Murray M, Wang X, Dochtermann DR, Devineni P, Shi Y, Nandi TN, Assimes TL, Brunette CA, Carroll RJ, Clifford R, Duvall S, Gelernter J, Hung A, Iyengar SK, Joseph J, Kember R, Kranzler H, Levey D, Luoh SW, Merritt VC, Overstreet C, Deak JD, Grant SFA, Polimanti R, Roussos P, Sun YV, Venkatesh S, Voloudakis G, Justice A, Begoli E, Ramoni R, Tourassi G, Pyarajan S, Tsao PS, O'Donnell CJ, Muralidhar S, Moser J, Casas JP, Bick AG, Zhou W, Cai T, Voight BF, Cho K, Gaziano MJ, Madduri RK, Damrauer SM, Liao KP. Verma A, et al. Among authors: ho yl. medRxiv [Preprint]. 2023 Jun 29:2023.06.28.23291975. doi: 10.1101/2023.06.28.23291975. medRxiv. 2023. PMID: 37425708 Free PMC article. Preprint.
LATTE: Label-efficient incident phenotyping from longitudinal electronic health records.
Wen J, Hou J, Bonzel CL, Zhao Y, Castro VM, Gainer VS, Weisenfeld D, Cai T, Ho YL, Panickan VA, Costa L, Hong C, Gaziano JM, Liao KP, Lu J, Cho K, Cai T. Wen J, et al. Among authors: ho yl. Patterns (N Y). 2023 Dec 27;5(1):100906. doi: 10.1016/j.patter.2023.100906. eCollection 2024 Jan 12. Patterns (N Y). 2023. PMID: 38264714 Free PMC article.
444 results