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Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data.
Hong C, Rush E, Liu M, Zhou D, Sun J, Sonabend A, Castro VM, Schubert P, Panickan VA, Cai T, Costa L, He Z, Link N, Hauser R, Gaziano JM, Murphy SN, Ostrouchov G, Ho YL, Begoli E, Lu J, Cho K, Liao KP, Cai T; VA Million Veteran Program. Hong C, et al. Among authors: panickan va. NPJ Digit Med. 2021 Oct 27;4(1):151. doi: 10.1038/s41746-021-00519-z. NPJ Digit Med. 2021. PMID: 34707226 Free PMC article.
Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization.
Zhou D, Gan Z, Shi X, Patwari A, Rush E, Bonzel CL, Panickan VA, Hong C, Ho YL, Cai T, Costa L, Li X, Castro VM, Murphy SN, Brat G, Weber G, Avillach P, Gaziano JM, Cho K, Liao KP, Lu J, Cai T. Zhou D, et al. Among authors: panickan va. J Biomed Inform. 2022 Sep;133:104147. doi: 10.1016/j.jbi.2022.104147. Epub 2022 Jul 21. J Biomed Inform. 2022. PMID: 35872266 Free article.
DOME: Directional medical embedding vectors from Electronic Health Records.
Wen J, Xue H, Rush E, Panickan VA, Cai T, Zhou D, Ho YL, Costa L, Begoli E, Hong C, Gaziano JM, Cho K, Liao KP, Lu J, Cai T. Wen J, et al. Among authors: panickan va. J Biomed Inform. 2025 Jan 2;162:104768. doi: 10.1016/j.jbi.2024.104768. Online ahead of print. J Biomed Inform. 2025. PMID: 39755324 Free article.
Diversity and scale: Genetic architecture of 2068 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, Kripke CM, Levey D, Luoh SW, Merritt VC, Overstreet C, Deak JD, Grant SFA, Polimanti R, Roussos P, Shakt G, Sun YV, Tsao N, Venkatesh S, Voloudakis G, Justice A, Begoli E, Ramoni R, Tourassi G, Pyarajan S, Tsao P, O'Donnell CJ, Muralidhar S, Moser J, Casas JP, Bick AG, Zhou W, Cai T, Voight BF, Cho K, Gaziano JM, Madduri RK, Damrauer S, Liao KP. Verma A, et al. Among authors: panickan va. Science. 2024 Jul 19;385(6706):eadj1182. doi: 10.1126/science.adj1182. Epub 2024 Jul 19. Science. 2024. PMID: 39024449 Free article.
Characterization of Post-COVID-19 Definitions and Clinical Coding Practices: Longitudinal Study.
Maripuri M, Dey A, Honerlaw J, Hong C, Ho YL, Tanukonda V, Chen AW, Panickan VA, Wang X, Zhang HG, Yang D, Samayamuthu MJ, Morris M, Visweswaran S, Beaulieu-Jones B, Ramoni R, Muralidhar S, Gaziano JM, Liao K, Xia Z, Brat GA, Cai T, Cho K. Maripuri M, et al. Among authors: panickan va. Online J Public Health Inform. 2024 May 3;16:e53445. doi: 10.2196/53445. Online J Public Health Inform. 2024. PMID: 38700929 Free PMC article.
Centralized Interactive Phenomics Resource: an integrated online phenomics knowledgebase for health data users.
Honerlaw J, Ho YL, Fontin F, Murray M, Galloway A, Heise D, Connatser K, Davies L, Gosian J, Maripuri M, Russo J, Sangar R, Tanukonda V, Zielinski E, Dubreuil M, Zimolzak AJ, Panickan VA, Cheng SC, Whitbourne SB, Gagnon DR, Cai T, Liao KP, Ramoni RB, Gaziano JM, Muralidhar S, Cho K. Honerlaw J, et al. Among authors: panickan va. J Am Med Inform Assoc. 2024 Apr 19;31(5):1126-1134. doi: 10.1093/jamia/ocae042. J Am Med Inform Assoc. 2024. PMID: 38481028 Free PMC article.
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: panickan va. 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.
Knowledge-Driven Online Multimodal Automated Phenotyping System.
Xiong X, Sweet SM, Liu M, Hong C, Bonzel CL, Panickan VA, Zhou D, Wang L, Costa L, Ho YL, Geva A, Mandl KD, Cheng S, Xia Z, Cho K, Gaziano JM, Liao KP, Cai T, Cai T. Xiong X, et al. Among authors: panickan va. medRxiv [Preprint]. 2023 Oct 2:2023.09.29.23296239. doi: 10.1101/2023.09.29.23296239. medRxiv. 2023. PMID: 37873131 Free PMC article. Preprint.
16 results