Matthew B. A. McDermott
Scholar

Matthew B. A. McDermott

Google Scholar ID: _V96PXoAAAAJ
Assistant Professor, Columbia University Department of Biomedical Informatics
Machine LearningBiomedical Informatics
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Citations & Impact
All-time
Citations
6,608
 
H-index
21
 
i10-index
27
 
Publications
20
 
Co-authors
57
list available
Publications
4 items
Efficient Variance-reduced Estimation from Generative EHR Models: The SCOPE and REACH Estimators
2026
Cited
0
Foundation Model of Electronic Medical Records for Adaptive Risk Estimation
2025
Cited
0
ACES: Automatic Cohort Extraction System for Event-Stream Datasets
arXiv.org · 2024
Cited
0
A Closer Look at AUROC and AUPRC under Class Imbalance
arXiv.org · 2024
Cited
15
Co-authors
14 total
Dr. Marzyeh Ghassemi
Dr. Marzyeh Ghassemi
Associate Professor, EECS/IMES, MIT
Tristan Naumann
Tristan Naumann
Principal Researcher, Microsoft Research Health Futures
Emily Alsentzer
Emily Alsentzer
Assistant Professor, Stanford University
Wei-Hung Weng
Wei-Hung Weng
Google DeepMind
Irene Y. Chen
Irene Y. Chen
Assistant Professor, UC Berkeley and UC San Francisco
Di Jin
Di Jin
MIT
Laleh Seyyed-Kalantari
Laleh Seyyed-Kalantari
Assistant Professor, York University, Vector Institute
Tzu-Ming Harry Hsu
Tzu-Ming Harry Hsu
Massachusetts Institute of Technology