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Detection of Personal and Family History of Suicidal Thoughts and Behaviors using Deep Learning and Natural Language Processing: A Multi-Site Study.
Adekkanattu P, Furmanchuk A, Wu Y, Pathak A, Patra BG, Bost S, Morrow D, Wang GH, Yang Y, Forrest NJ, Luo Y, Walunas TL, Jenny WL, Gelad W, Bian J, Bao Y, Weiner M, Oslin D, Pathak J. Adekkanattu P, et al. Among authors: forrest nj. Res Sq [Preprint]. 2024 Mar 11:rs.3.rs-4014472. doi: 10.21203/rs.3.rs-4014472/v1. Res Sq. 2024. Update in: NPJ Digit Med. 2024 Sep 28;7(1):260. doi: 10.1038/s41746-024-01266-7 PMID: 38559051 Free PMC article. Updated. Preprint.
Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs.
Adekkanattu P, Furmanchuk A, Wu Y, Pathak A, Patra BG, Bost S, Morrow D, Wang GH, Yang Y, Forrest NJ, Luo Y, Walunas TL, Lo-Ciganic W, Gelad W, Bian J, Bao Y, Weiner M, Oslin D, Pathak J. Adekkanattu P, et al. Among authors: forrest nj. NPJ Digit Med. 2024 Sep 28;7(1):260. doi: 10.1038/s41746-024-01266-7. NPJ Digit Med. 2024. PMID: 39341983 Free PMC article.
Returning integrated genomic risk and clinical recommendations: The eMERGE study.
Linder JE, Allworth A, Bland HT, Caraballo PJ, Chisholm RL, Clayton EW, Crosslin DR, Dikilitas O, DiVietro A, Esplin ED, Forman S, Freimuth RR, Gordon AS, Green R, Harden MV, Holm IA, Jarvik GP, Karlson EW, Labrecque S, Lennon NJ, Limdi NA, Mittendorf KF, Murphy SN, Orlando L, Prows CA, Rasmussen LV, Rasmussen-Torvik L, Rowley R, Sawicki KT, Schmidlen T, Terek S, Veenstra D, Velez Edwards DR, Absher D, Abul-Husn NS, Alsip J, Bangash H, Beasley M, Below JE, Berner ES, Booth J, Chung WK, Cimino JJ, Connolly J, Davis P, Devine B, Fullerton SM, Guiducci C, Habrat ML, Hain H, Hakonarson H, Harr M, Haverfield E, Hernandez V, Hoell C, Horike-Pyne M, Hripcsak G, Irvin MR, Kachulis C, Karavite D, Kenny EE, Khan A, Kiryluk K, Korf B, Kottyan L, Kullo IJ, Larkin K, Liu C, Malolepsza E, Manolio TA, May T, McNally EM, Mentch F, Miller A, Mooney SD, Murali P, Mutai B, Muthu N, Namjou B, Perez EF, Puckelwartz MJ, Rakhra-Burris T, Roden DM, Rosenthal EA, Saadatagah S, Sabatello M, Schaid DJ, Schultz B, Seabolt L, Shaibi GQ, Sharp RR, Shirts B, Smith ME, Smoller JW, Sterling R, Suckiel SA, Thayer J, Tiwari HK, Trinidad SB, Walunas T, Wei WQ, Wells QS, Weng C, Wiesner GL, Wiley K; eMERGE Consortium… See abstract for full author list ➔ Linder JE, et al. Genet Med. 2023 Apr;25(4):100006. doi: 10.1016/j.gim.2023.100006. Epub 2023 Jan 6. Genet Med. 2023. PMID: 36621880 Free PMC article.