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Page 1
Machine learning in cardiovascular medicine: are we there yet?
Shameer K, Johnson KW, Glicksberg BS, Dudley JT, Sengupta PP. Shameer K, et al. Among authors: dudley jt. Heart. 2018 Jul;104(14):1156-1164. doi: 10.1136/heartjnl-2017-311198. Epub 2018 Jan 19. Heart. 2018. PMID: 29352006 Review.
PatientExploreR: an extensible application for dynamic visualization of patient clinical history from electronic health records in the OMOP common data model.
Glicksberg BS, Oskotsky B, Thangaraj PM, Giangreco N, Badgeley MA, Johnson KW, Datta D, Rudrapatna VA, Rappoport N, Shervey MM, Miotto R, Goldstein TC, Rutenberg E, Frazier R, Lee N, Israni S, Larsen R, Percha B, Li L, Dudley JT, Tatonetti NP, Butte AJ. Glicksberg BS, et al. Among authors: dudley jt. Bioinformatics. 2019 Nov 1;35(21):4515-4518. doi: 10.1093/bioinformatics/btz409. Bioinformatics. 2019. PMID: 31214700 Free PMC article.
EHDViz: clinical dashboard development using open-source technologies.
Badgeley MA, Shameer K, Glicksberg BS, Tomlinson MS, Levin MA, McCormick PJ, Kasarskis A, Reich DL, Dudley JT. Badgeley MA, et al. Among authors: dudley jt. BMJ Open. 2016 Mar 24;6(3):e010579. doi: 10.1136/bmjopen-2015-010579. BMJ Open. 2016. PMID: 27013597 Free PMC article.
Comparative analyses of population-scale phenomic data in electronic medical records reveal race-specific disease networks.
Glicksberg BS, Li L, Badgeley MA, Shameer K, Kosoy R, Beckmann ND, Pho N, Hakenberg J, Ma M, Ayers KL, Hoffman GE, Dan Li S, Schadt EE, Patel CJ, Chen R, Dudley JT. Glicksberg BS, et al. Among authors: dudley jt. Bioinformatics. 2016 Jun 15;32(12):i101-i110. doi: 10.1093/bioinformatics/btw282. Bioinformatics. 2016. PMID: 27307606 Free PMC article.
PREDICTIVE MODELING OF HOSPITAL READMISSION RATES USING ELECTRONIC MEDICAL RECORD-WIDE MACHINE LEARNING: A CASE-STUDY USING MOUNT SINAI HEART FAILURE COHORT.
Shameer K, Johnson KW, Yahi A, Miotto R, Li LI, Ricks D, Jebakaran J, Kovatch P, Sengupta PP, Gelijns S, Moskovitz A, Darrow B, David DL, Kasarskis A, Tatonetti NP, Pinney S, Dudley JT. Shameer K, et al. Among authors: dudley jt. Pac Symp Biocomput. 2017;22:276-287. doi: 10.1142/9789813207813_0027. Pac Symp Biocomput. 2017. PMID: 27896982 Free PMC article.
Systematic analyses of drugs and disease indications in RepurposeDB reveal pharmacological, biological and epidemiological factors influencing drug repositioning.
Shameer K, Glicksberg BS, Hodos R, Johnson KW, Badgeley MA, Readhead B, Tomlinson MS, O'Connor T, Miotto R, Kidd BA, Chen R, Ma'ayan A, Dudley JT. Shameer K, et al. Among authors: dudley jt. Brief Bioinform. 2018 Jul 20;19(4):656-678. doi: 10.1093/bib/bbw136. Brief Bioinform. 2018. PMID: 28200013 Free PMC article.
225 results