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Developing a portable natural language processing based phenotyping system.
Sharma H, Mao C, Zhang Y, Vatani H, Yao L, Zhong Y, Rasmussen L, Jiang G, Pathak J, Luo Y. Sharma H, et al. Among authors: luo y. BMC Med Inform Decis Mak. 2019 Apr 4;19(Suppl 3):78. doi: 10.1186/s12911-019-0786-z. BMC Med Inform Decis Mak. 2019. PMID: 30943974 Free PMC article.
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk.
Chao G, Mao C, Wang F, Zhao Y, Luo Y. Chao G, et al. Among authors: luo y. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2018 Dec;2018:1189-1194. doi: 10.1109/BIBM.2018.8621403. Epub 2019 Jan 24. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2018. PMID: 31360595 Free PMC article.
Making work visible for electronic phenotype implementation: Lessons learned from the eMERGE network.
Shang N, Liu C, Rasmussen LV, Ta CN, Caroll RJ, Benoit B, Lingren T, Dikilitas O, Mentch FD, Carrell DS, Wei WQ, Luo Y, Gainer VS, Kullo IJ, Pacheco JA, Hakonarson H, Walunas TL, Denny JC, Wiley K, Murphy SN, Hripcsak G, Weng C. Shang N, et al. Among authors: luo y. J Biomed Inform. 2019 Nov;99:103293. doi: 10.1016/j.jbi.2019.103293. Epub 2019 Sep 19. J Biomed Inform. 2019. PMID: 31542521 Free PMC article.
Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries.
Hong N, Wen A, Stone DJ, Tsuji S, Kingsbury PR, Rasmussen LV, Pacheco JA, Adekkanattu P, Wang F, Luo Y, Pathak J, Liu H, Jiang G. Hong N, et al. Among authors: luo y. J Biomed Inform. 2019 Nov;99:103310. doi: 10.1016/j.jbi.2019.103310. Epub 2019 Oct 14. J Biomed Inform. 2019. PMID: 31622801 Free PMC article.
Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.
Adekkanattu P, Jiang G, Luo Y, Kingsbury PR, Xu Z, Rasmussen LV, Pacheco JA, Kiefer RC, Stone DJ, Brandt PS, Yao L, Zhong Y, Deng Y, Wang F, Ancker JS, Campion TR, Pathak J. Adekkanattu P, et al. Among authors: luo y. AMIA Annu Symp Proc. 2020 Mar 4;2019:190-199. eCollection 2019. AMIA Annu Symp Proc. 2020. PMID: 32308812 Free PMC article.
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