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113 results

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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: szolovits p. 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.
Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts.
Liao KP, Ananthakrishnan AN, Kumar V, Xia Z, Cagan A, Gainer VS, Goryachev S, Chen P, Savova GK, Agniel D, Churchill S, Lee J, Murphy SN, Plenge RM, Szolovits P, Kohane I, Shaw SY, Karlson EW, Cai T. Liao KP, et al. Among authors: szolovits p. PLoS One. 2015 Aug 24;10(8):e0136651. doi: 10.1371/journal.pone.0136651. eCollection 2015. PLoS One. 2015. PMID: 26301417 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: szolovits p. 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.
High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.
Liao KP, Sun J, Cai TA, Link N, Hong C, Huang J, Huffman JE, Gronsbell J, Zhang Y, Ho YL, Castro V, Gainer V, Murphy SN, O'Donnell CJ, Gaziano JM, Cho K, Szolovits P, Kohane IS, Yu S, Cai T. Liao KP, et al. Among authors: szolovits p. J Am Med Inform Assoc. 2019 Nov 1;26(11):1255-1262. doi: 10.1093/jamia/ocz066. J Am Med Inform Assoc. 2019. PMID: 31613361 Free PMC article.
High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP).
Zhang Y, Cai T, Yu S, Cho K, Hong C, Sun J, Huang J, Ho YL, Ananthakrishnan AN, Xia Z, Shaw SY, Gainer V, Castro V, Link N, Honerlaw J, Huang S, Gagnon D, Karlson EW, Plenge RM, Szolovits P, Savova G, Churchill S, O'Donnell C, Murphy SN, Gaziano JM, Kohane I, Cai T, Liao KP. Zhang Y, et al. Among authors: szolovits p. Nat Protoc. 2019 Dec;14(12):3426-3444. doi: 10.1038/s41596-019-0227-6. Epub 2019 Nov 20. Nat Protoc. 2019. PMID: 31748751 Free PMC article.
Improving case definition of Crohn's disease and ulcerative colitis in electronic medical records using natural language processing: a novel informatics approach.
Ananthakrishnan AN, Cai T, Savova G, Cheng SC, Chen P, Perez RG, Gainer VS, Murphy SN, Szolovits P, Xia Z, Shaw S, Churchill S, Karlson EW, Kohane I, Plenge RM, Liao KP. Ananthakrishnan AN, et al. Among authors: szolovits p. Inflamm Bowel Dis. 2013 Jun;19(7):1411-20. doi: 10.1097/MIB.0b013e31828133fd. Inflamm Bowel Dis. 2013. PMID: 23567779 Free PMC article. Clinical Trial.
Modeling disease severity in multiple sclerosis using electronic health records.
Xia Z, Secor E, Chibnik LB, Bove RM, Cheng S, Chitnis T, Cagan A, Gainer VS, Chen PJ, Liao KP, Shaw SY, Ananthakrishnan AN, Szolovits P, Weiner HL, Karlson EW, Murphy SN, Savova GK, Cai T, Churchill SE, Plenge RM, Kohane IS, De Jager PL. Xia Z, et al. Among authors: szolovits p. PLoS One. 2013 Nov 11;8(11):e78927. doi: 10.1371/journal.pone.0078927. eCollection 2013. PLoS One. 2013. PMID: 24244385 Free PMC article. Clinical Trial.
113 results