Matthew A. Levin

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 8

Top Topics

Data Extraction

Medical Records

Stepwise Regression

Top Venues

J. Medical Syst.

npj Digit. Medicine

Big Data Cogn. Comput.

Publications

Lathan Liou, Erick Scott, Prathamesh Parchure, Yuxia Ouyang, Natalia Egorova, Robert Freeman, Ira Hofer, Girish N. Nadkarni, Prem Timsina, Arash Kia, Matthew A. Levin
Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare system. npj Digit. Medicine 7 (1) (2024)
Faris F. Gulamali, Ashwin Sawant, Ira Hofer, Matthew A. Levin, Alexander Charney, Karandeep Singh, Benjamin S. Glicksberg, Girish N. Nadkarni
Online Unsupervised Representation Learning of Waveforms in the Intensive Care Unit via a novel cooperative framework: Spatially Resolved Temporal Networks (SpaRTEn). MLHC (2023)
David B. Wax, Ronald A. Kahn, Matthew A. Levin
A Web-Based Reporting System for Reviewing Local Practice Patterns of Anesthesiologists Derived from the Electronic Medical Record. J. Medical Syst. 47 (1) (2023)
David B. Wax, Abrar Adeel, Jia Huang, Joshua Villar, Matthew A. Levin
Click for Help: An Anesthesiology Department Messaging System. J. Medical Syst. 45 (6) (2021)
Eyal Klang, Matthew A. Levin, Shelly Soffer, Alexis Zebrowski, Benjamin S. Glicksberg, Brendan G. Carr, Jolion Mcgreevy, David L. Reich, Robert Freeman
A Simple Free-Text-like Method for Extracting Semi-Structured Data from Electronic Health Records: Exemplified in Prediction of In-Hospital Mortality. Big Data Cogn. Comput. 5 (3) (2021)
Patrick J. McCormick, Hung-mo Lin, Stacie G. Deiner, Matthew A. Levin
Validation of the All Patient Refined Diagnosis Related Group (APR-DRG) Risk of Mortality and Severity of Illness Modifiers as a Measure of Perioperative Risk. J. Medical Syst. 42 (5) (2018)
Matthew A. Levin, Thomas T. Joseph, Janina M. Jeff, Rajiv Nadukuru, Stephen B. Ellis, Erwin P. Bottinger, Eimear E. Kenny
iGAS: A framework for using electronic intraoperative medical records for genomic discovery. J. Biomed. Informatics 67 (2017)
David B. Wax, Bryan Hill, Matthew A. Levin
Ventilator Data Extraction with a Video Display Image Capture and Processing System. J. Medical Syst. 41 (6) (2017)
Matthew A. Levin, Marina Krol, Ankur Doshi, David L. Reich
Extraction and Mapping of Drug Names from Free Text to a Standardized Nomenclature. AMIA (2007)