Bruce J. Darrow
Icahn School of Medicine at Mount Sinai
4 Papers
12 Citations
Bruce J. Darrow is an academic researcher from Icahn School of Medicine at Mount Sinai. The author has contributed to research in topics: Loss function & Genomics. The author has an hindex of 2, co-authored 4 publications.
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Papers
Predictive modeling of hospital readmission rates using electronic medical record-wide machine learning: a case-study using mount sinai heart failure cohort
Khader Shameer,Kipp W. Johnson,Alexandre Yahi,Riccardo Miotto,Li Li,Doran Ricks,Jebakumar Jebakaran,Patricia Kovatch,Partho P. Sengupta,Sengupta Gelijns,Alan Moskovitz,Bruce J. Darrow,David L David,Andrew Kasarskis,Nicholas P. Tatonetti,Sean Pinney,Joel T. Dudley +16 more
- 01 Jan 2017
TL;DR: An attempt to develop a data-driven, electronic-medical record-wide (EMR-wide) feature selection approach and subsequent machine learning to predict readmission probabilities and results are encouraging and reveal the utility of such datadriven machine learning.
Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits
Benjamin S. Glicksberg,Benjamin S. Glicksberg,Letizia Amadori,Nicholas K. Akers,Katyayani Sukhavasi,Oscar Franzén,Oscar Franzén,Li Li,Gillian M. Belbin,Kristin L. Akers,Kristin L. Akers,Khader Shameer,Marcus A. Badgeley,Kipp W. Johnson,Ben Readhead,Bruce J. Darrow,Eimear E. Kenny,Christer Betsholtz,Raili Ermel,Josefin Skogsberg,Arno Ruusalepp,Eric E. Schadt,Joel T. Dudley,Hongxia Ren,Jason C. Kovacic,Chiara Giannarelli,Shuyu D. Li,Shuyu D. Li,Johan Björkegren,Rong Chen,Rong Chen +30 more
TL;DR: By integrating genetic and electronic medical record data, and leveraging one of the world’s largest human RNA-sequence datasets (STARNET), known and novel CVD-trait related genes that may serve as targets for CVD therapeutics and as such merit further investigation are identified.
Correction to: Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits (BMC Medical Genomics DOI: 10.1186/s12920-019-0542-3)
Benjamin S. Glicksberg,Benjamin S. Glicksberg,Letizia Amadori,Nicholas K. Akers,Katyayani Sukhavasi,Oscar Franzén,Oscar Franzén,Li Li,Gillian M. Belbin,Kristin L. Ayers,Khader Shameer,Marcus A. Badgeley,Kipp W. Johnson,Ben Readhead,Bruce J. Darrow,Eimear E. Kenny,Christer Betsholtz,Raili Ermel,Josefin Skogsberg,Arno Ruusalepp,Eric E. Schadt,Joel T. Dudley,Hongxia Ren,Jason C. Kovacic,Chiara Giannarelli,Shuyu D. Li,Johan Björkegren,Rong Chen +27 more