Matthew A. Levin

11 papers Misc 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A distributional reinforcement learning model for optimal glucose control after cardiac surgery.
npj Digit. Medicine
Jacob Desman, Zhang-Wei Hong, Moein Sabounchi, Ashwin S. Sawant, Jaskirat Gill, Ana C. Costa, Gagan Kumar, Rajeev Sharma, Arpeta Gupta, Paul McCarthy, Veena Nandwani, Doug Powell, Alexandra Carideo, Donnie Goodwin, Sanam Ahmed, Umesh Gidwani, Matthew A. Levin, Robin Varghese, Farzan Filsoufi, Robert Freeman, Avniel Shetreat-Klein, Alexander W. Charney, Ira S. Hofer, Lili Chan, David Reich, Patricia H. Kovatch, Roopa Kohli-Seth, Monica Kraft, Pulkit Agrawal, John A. Kellum, Girish N. Nadkarni, Ankit Sakhuja
2025 J jnl
Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP.
CoRR
Satya Narayan Cheetirala, Ganesh Raut, Dhavalkumar Patel, Fabio Sanatana, Robert Freeman, Matthew A. Levin, Girish N. Nadkarni, Omar Dawkins, Reba Miller, Randolph M. Steinhagen, Eyal Klang, Prem Timsina
2024 J jnl
Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare system.
npj Digit. Medicine
Lathan Liou, Erick Scott, Prathamesh Parchure, Yuxia Ouyang, Natalia Egorova, Robert Freeman, Ira S. Hofer, Girish N. Nadkarni, Prem Timsina, Arash Kia, Matthew A. Levin
2023 J jnl
A Web-Based Reporting System for Reviewing Local Practice Patterns of Anesthesiologists Derived from the Electronic Medical Record.
J. Medical Syst.
David B. Wax, Ronald A. Kahn, Matthew A. Levin
2023 — conf
Online Unsupervised Representation Learning of Waveforms in the Intensive Care Unit via a novel cooperative framework: Spatially Resolved Temporal Networks (SpaRTEn).
MLHC
Faris F. Gulamali, Ashwin Sawant, Ira S. Hofer, Matthew A. Levin, Alexander Charney, Karandeep Singh, Benjamin S. Glicksberg, Girish N. Nadkarni
2021 J jnl
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.
Eyal Klang, Matthew A. Levin, Shelly Soffer, Alexis Zebrowski, Benjamin S. Glicksberg, Brendan G. Carr, Jolion Mcgreevy, David L. Reich, Robert Freeman
2021 J jnl
Click for Help: An Anesthesiology Department Messaging System.
J. Medical Syst.
David B. Wax, Abrar Adeel, Jia Huang, Joshua Villar, Matthew A. Levin
2018 J jnl
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.
Patrick J. McCormick, Hung-Mo Lin, Stacie G. Deiner, Matthew A. Levin
2017 J jnl
Ventilator Data Extraction with a Video Display Image Capture and Processing System.
J. Medical Syst.
David B. Wax, Bryan Hill, Matthew A. Levin
2017 J jnl
iGAS: A framework for using electronic intraoperative medical records for genomic discovery.
J. Biomed. Informatics
Matthew A. Levin, Thomas T. Joseph, Janina M. Jeff, Rajiv Nadukuru, Stephen B. Ellis, Erwin P. Bottinger, Eimear E. Kenny
2007 Misc conf
Extraction and Mapping of Drug Names from Free Text to a Standardized Nomenclature.
AMIA
Matthew A. Levin, Marina Krol, Ankur Doshi, David L. Reich