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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. 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.
Feature extraction for phenotyping from semantic and knowledge resources.
Ning W, Chan S, Beam A, Yu M, Geva A, Liao K, Mullen M, Mandl KD, Kohane I, Cai T, Yu S. Ning W, et al. Among authors: yu m, yu s. J Biomed Inform. 2019 Mar;91:103122. doi: 10.1016/j.jbi.2019.103122. Epub 2019 Feb 7. J Biomed Inform. 2019. PMID: 30738949 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. 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: yu s. 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.
Automated ICD coding via unsupervised knowledge integration (UNITE).
Sonabend W A, Cai W, Ahuja Y, Ananthakrishnan A, Xia Z, Yu S, Hong C. Sonabend W A, et al. Among authors: yu s. Int J Med Inform. 2020 Jul;139:104135. doi: 10.1016/j.ijmedinf.2020.104135. Epub 2020 Apr 4. Int J Med Inform. 2020. PMID: 32361145 Free PMC article.
25,571 results
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