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2020 – today
- 2024
[j7]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)- 2023
- [j6]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): 28 (2023) - [c2]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: 230-247 - 2021
- [j5]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): 40 (2021) - [j4]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): 68 (2021)
2010 – 2019
- 2018
- [j3]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): 81 (2018) - 2017
- [j2]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: 80-89 (2017) - [j1]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): 101:1-101:3 (2017)
2000 – 2009
- 2007
- [c1]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
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