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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: cai t. 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.
Using electronic medical records to enable large-scale studies in psychiatry: treatment resistant depression as a model.
Perlis RH, Iosifescu DV, Castro VM, Murphy SN, Gainer VS, Minnier J, Cai T, Goryachev S, Zeng Q, Gallagher PJ, Fava M, Weilburg JB, Churchill SE, Kohane IS, Smoller JW. Perlis RH, et al. Among authors: cai t. Psychol Med. 2012 Jan;42(1):41-50. doi: 10.1017/S0033291711000997. Epub 2011 Jun 20. Psychol Med. 2012. PMID: 21682950 Free PMC article.
Higher plasma vitamin D is associated with reduced risk of Clostridium difficile infection in patients with inflammatory bowel diseases.
Ananthakrishnan AN, Cagan A, Gainer VS, Cheng SC, Cai T, Szolovits P, Shaw SY, Churchill S, Karlson EW, Murphy SN, Kohane I, Liao KP. Ananthakrishnan AN, et al. Among authors: cai t. Aliment Pharmacol Ther. 2014 May;39(10):1136-42. doi: 10.1111/apt.12706. Epub 2014 Mar 18. Aliment Pharmacol Ther. 2014. PMID: 24641590 Free PMC article.
Surrogate-assisted feature extraction for high-throughput phenotyping.
Yu S, Chakrabortty A, Liao KP, Cai T, Ananthakrishnan AN, Gainer VS, Churchill SE, Szolovits P, Murphy SN, Kohane IS, Cai T. Yu S, et al. Among authors: cai t. J Am Med Inform Assoc. 2017 Apr 1;24(e1):e143-e149. doi: 10.1093/jamia/ocw135. J Am Med Inform Assoc. 2017. PMID: 27632993 Free PMC article.
A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry.
Geva A, Gronsbell JL, Cai T, Cai T, Murphy SN, Lyons JC, Heinz MM, Natter MD, Patibandla N, Bickel J, Mullen MP, Mandl KD; Pediatric Pulmonary Hypertension Network and National Heart, Lung, and Blood Institute Pediatric Pulmonary Vascular Disease Outcomes Bioinformatics Clinical Coordinating Center Investigators. Geva A, et al. Among authors: cai t. J Pediatr. 2017 Sep;188:224-231.e5. doi: 10.1016/j.jpeds.2017.05.037. Epub 2017 Jun 16. J Pediatr. 2017. PMID: 28625502 Free PMC article.
Enabling phenotypic big data with PheNorm.
Yu S, Ma Y, Gronsbell J, Cai T, Ananthakrishnan AN, Gainer VS, Churchill SE, Szolovits P, Murphy SN, Kohane IS, Liao KP, Cai T. Yu S, et al. Among authors: cai t. J Am Med Inform Assoc. 2018 Jan 1;25(1):54-60. doi: 10.1093/jamia/ocx111. J Am Med Inform Assoc. 2018. PMID: 29126253 Free PMC article.
Association of Interleukin 6 Receptor Variant With Cardiovascular Disease Effects of Interleukin 6 Receptor Blocking Therapy: A Phenome-Wide Association Study.
Cai T, Zhang Y, Ho YL, Link N, Sun J, Huang J, Cai TA, Damrauer S, Ahuja Y, Honerlaw J, Huang J, Costa L, Schubert P, Hong C, Gagnon D, Sun YV, Gaziano JM, Wilson P, Cho K, Tsao P, O'Donnell CJ, Liao KP; VA Million Veteran Program. Cai T, et al. Among authors: cai ta. JAMA Cardiol. 2018 Sep 1;3(9):849-857. doi: 10.1001/jamacardio.2018.2287. JAMA Cardiol. 2018. PMID: 30090940 Free PMC article.
Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem.
Zhong QY, Mittal LP, Nathan MD, Brown KM, Knudson González D, Cai T, Finan S, Gelaye B, Avillach P, Smoller JW, Karlson EW, Cai T, Williams MA. Zhong QY, et al. Among authors: cai t. Eur J Epidemiol. 2019 Feb;34(2):153-162. doi: 10.1007/s10654-018-0470-0. Epub 2018 Dec 10. Eur J Epidemiol. 2019. PMID: 30535584 Free PMC article.
2,711 results