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Picture for Benjamin S. Glicksberg

Benjamin S. Glicksberg

Hasso Plattner Institute for Digital Health at Mount Sinai, NY, Institute for Next Generation Healthcare, NY, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, NY

Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients

Jan 11, 2021
Tingyi Wanyan, Hossein Honarvar, Suraj K. Jaladanki, Chengxi Zang, Nidhi Naik, Sulaiman Somani, Jessica K. De Freitas, Ishan Paranjpe, Akhil Vaid, Riccardo Miotto, Girish N. Nadkarni, Marinka Zitnik, ArifulAzad, Fei Wang, Ying Ding, Benjamin S. Glicksberg

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Deep Learning with Heterogeneous Graph Embeddings for Mortality Prediction from Electronic Health Records

Dec 28, 2020
Tingyi Wanyan, Hossein Honarvar, Ariful Azad, Ying Ding, Benjamin S. Glicksberg

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Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale

Mar 14, 2020
Isotta Landi, Benjamin S. Glicksberg, Hao-Chih Lee, Sarah Cherng, Giulia Landi, Matteo Danieletto, Joel T. Dudley, Cesare Furlanello, Riccardo Miotto

* C.F. and R.M. share senior authorship 

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Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in Chronic Ambulatory Care

Nov 30, 2018
Beau Norgeot, Dmytro Lituiev, Benjamin S. Glicksberg, Atul J. Butte

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables

Nov 08, 2018
Marcus A. Badgeley, John R. Zech, Luke Oakden-Rayner, Benjamin S. Glicksberg, Manway Liu, William Gale, Michael V. McConnell, Beth Percha, Thomas M. Snyder, Joel T. Dudley

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