Matthew A. Levin

Icahn School of Medicine at Mount Sinai — United States

Medicine · Health Sciences

40h-index7.6kcitations182works3.12yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

COVID-19 Clinical Research Studies(31), Cardiac, Anesthesia and Surgical Outcomes(28), Machine Learning in Healthcare(18), Hemodynamic Monitoring and Therapy(16), COVID-19 and healthcare impacts(15)

Publications181 total

Redefining Vasoplegia: A New Hemodynamic Model for Differentiating Cardiac vs. Vascular Dysfunction using the Resistance Flow Ratio
2026Open Access
Anesthesia Type during Cancer Surgery: Results of the GA-CARES Randomized, Multicenter Trial
Anesthesiology·2025· 2 citedOpen Access
Evaluation of a Novel Wireless Bluetooth Nanoelectrode Electrocardiogram in the Operating Room: A Pilot Study
Anesthesia & Analgesia·2025
Abstract 4362168: Redefining Vasoplegia: A New Hemodynamic Model for Differentiating Cardiac vs Vascular Dysfunction using the Resistance Flow Ratio
Circulation·2025
Abstract 4370008: Markov Chain Modeling of Postoperative Hemodynamics and Vasoplegia After Cardiac Surgery Using a Novel Resistance Flow Ratio based State Definition
Circulation·2025
Identifying Bias at Scale in Clinical Notes Using Large Language Models
Mayo Clinic Proceedings Digital Health·2025Open Access
The Association Between Surgeon–Anesthesiologist Dyad Familiarity and Operative Mortality: A Retrospective Study at a Large Academic Cardiac Surgery Program
Anesthesia & Analgesia·2025· 1 cited
A study of gene expression in the living human brain
Molecular Psychiatry·2025· 2 citedOpen Access
1-4-2: Evaluation of applied mechanical power to individual lungs in a simulator-based setting of one ventilator for two patients
PLoS ONE·2025Open Access
Incidence of Vocal Cord Dysfunction in Cardiac Surgical versus Liver Transplantation Patients: A Retrospective Cohort Analysis
Journal of Cardiothoracic and Vascular Anesthesia·2025
A distributional reinforcement learning model for optimal glucose control after cardiac surgery
npj Digital Medicine·2025· 4 citedOpen Access
Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP
arXiv (Cornell University)·2025Open Access
Impact of a Real-Time Ventilator Management Dashboard With Alerts
CHEST Critical Care·2025· 2 citedOpen Access
Evaluation of User Attitudes Affecting Adoption of a Machine Learning Decision Support Tool for Ventilator Weaning
American Journal of Respiratory and Critical Care Medicine·2025
AI Agents in Modern Healthcare: From Foundation to Pioneer -- A Comprehensive Review and Implementation Roadmap for Impact and Integration in Clinical Settings
Preprints.org·2025· 3 citedOpen Access
Electronic-Medical-Record-Driven Machine Learning Predictive Model for Hospital-Acquired Pressure Injuries: Development and External Validation
Journal of Clinical Medicine·2025· 3 citedOpen Access
Association of Intraoperative Occult Hypoxemia With 30-Day and 1-Year Mortality
Anesthesia & Analgesia·2025· 2 cited
Perioperative Near Infrared Spectroscopy Measurements of Cerebral Regional Oxygen Desaturations Are Not Associated With Delirium After Cardiac Surgery
Journal of Cardiothoracic and Vascular Anesthesia·2025· 5 cited
Comparison of Perioperative Outcomes for Transfusion of Hemoconcentrated Bypass Versus Cell Saver Blood in Cardiac Surgical Patients
Journal of Cardiothoracic and Vascular Anesthesia·2025
GLUCOSE: A Distributional Reinforcement Learning Model for Optimal Glucose Control After Cardiac Surgery
2025Open Access
page 1 of 10Next →

Frequent Co-authors

David L. Reich(19), Benjamin S. Glicksberg(18), Girish N. Nadkarni(16), Alexander W. Charney(15), Zahi A. Fayad(15), Valentı́n Fuster(11), Anuradha Lala(11), Robert Freeman(11), Hung‐Mo Lin(11), Shan Zhao(10), Sulaiman Somani(10), Jagat Narula(9), Emilia Bagiella(9), Akhil Vaid(9), Arash Kia(9), Prem Timsina(9), Ishan Paranjpe(8), Adam Russak(8), Erwin P. Böttinger(8), Carlos Cordon‐Cardo(7)