Matthew B.A. McDermott

4 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

MLHC (2) ACL (1) ICLR (1)

Top co-authors

Peter Szolovits (2) Marzyeh Ghassemi (2) Nassim Oufattole (1) Geeticka Chauhan (1) Collin Stultz (1) Tzu Ming Harry Hsu (1) Aparna Balagopalan (1) Alistair Johnson (1) Jack Gallifant (1) Hyewon Jeong (1)

Keywords

text mining (1) relation extraction (1) information extraction (1) benchmark dataset (1) biomedical domain (1) chest x-ray (1) radiology report (1) differentiable approximation (1) clinical domain (1) biomedical nlp (1) clinical nlp (1) systematic exploration (1) silver label (1)

Papers

ACES: Automatic Cohort Extraction System for Event-Stream Datasets ICLR 2025

Event-Based Contrastive Learning for Medical Time Series MLHC 2024

CheXpert++: Approximating the CheXpert Labeler for Speed, Differentiability, and Probabilistic Output MLHC 2020

REflex: Flexible Framework for Relation Extraction in Multiple Domains ACL 2019