Concepedia

Eilon Gabel

EG

Statistics

Publications

15

Citations

724

H-Index

13

Active since

2013

Affiliations

University of California, Los Angeles(Current)

University of California, Irvine

Irvine University

UCLA Health

Eilon Gabel is an author at University of California, Los Angeles specializing in surgery, computing, and medicine.

Publications per year

2013–2024

15

Publications

15

Development and Validation of a Deep Neural Network Model for Prediction of Postoperative In-hospital Mortality

Christine K. Lee, Ira Hofer, Eilon Gabel et al. · Anesthesiology · 2018 · 194 citations · Full text

Medicine, Anesthesiology, Surgery +17

An automated machine learning-based model predicts postoperative mortality using readily-extractable preoperative electronic health record data

Brian L. Hill, Robert J. Brown, Eilon Gabel et al. · British Journal of Anaesthesia · 2019 · 103 citations · Full text

Computing, Biomedical Informatics, Health Informatics +10

A Systematic Approach to Creation of a Perioperative Data Warehouse

Ira Hofer, Eilon Gabel, Michael A. Pfeffer et al. · Anesthesia & Analgesia · 2016 · 80 citations

Computing, Biomedical Informatics, Health Informatics +17

Development and validation of a deep neural network model to predict postoperative mortality, acute kidney injury, and reintubation using a single feature set

Ira Hofer, Christine Lee, Eilon Gabel et al. · npj Digital Medicine · 2020 · 80 citations · Full text

Computing, Computer Science, Surgery +14

BayesCCE: a Bayesian framework for estimating cell-type composition from DNA methylation without the need for methylation reference

Elior Rahmani, Regev Schweiger, Liat Shenhav et al. · Genome biology · 2018 · 64 citations · Full text

Life Sciences, Biostatistics, Cell Biology +14

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