Concepedia

Eilon Gabel

EG

Statistics

Publications

14

Citations

680

H-Index

13

Active since

2013

Affiliations

University of California, Los Angeles(Current)

University of California, Irvine

Eilon Gabel is an author at University of California, Los Angeles specializing in patient safety, medicine, and outcomes research.

Top concepts

MedicinePatient SafetyData ScienceOutcomes ResearchHealth InformaticsSepsisSurgeryBig DataEngineeringData Modeling

Publications per year

2013–2024

14

Publications

14

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 · 189 citations · Full text

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 · 96 citations · Full text

Data Science, Predictive Analytics, Patient Safety +8

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 · 79 citations · Full text

A Systematic Approach to Creation of a Perioperative Data Warehouse

Ira Hofer, Eilon Gabel, Michael A. Pfeffer et al. · Anesthesia & Analgesia · 2016 · 76 citations

Engineering, Data Warehouse, Surgery +19

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 · 62 citations · Full text

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