Matthew A. Reyna

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Automated de-identification of linguistically-diverse clinical narratives: a retrospective, multi-agent AI framework development and validation study in a global health surveillance networkPreprint

  Research Square · 2026-05-27

• MOSAIC: Model-based, Subgroup-Aware Identification of Driver Mutations in Cancer

  bioRxiv (Cold Spring Harbor Laboratory) · 2026-05-03

• Metastasis Extraction from NSCLC Clinical Notes: A Retrospective Comparative Evaluation of Large Language Model-Based Classification

  medRxiv · 2026-04-29

• Pediatric SleepNet: a deep learning network for reliable pediatric sleep staging across developmental stages

  SLEEP · 2026-03-03

• The Harvard-Emory ECG Database

  Scientific Data · 2026-02-25

• Automated De-Identification of Linguistically-Diverse Clinical Narratives: A Retrospective, Multi-Agent AI Framework Development and Validation Study in a Global Health Surveillance NetworkPreprint

  SSRN Electronic Journal · 2026-01-01

• Detection of Chagas Disease from the ECG: The George B. Moody PhysioNet Challenge 2025

  Computing in cardiology · 2025-12-12

• Detection of Chagas Disease from the ECG: The George B. Moody PhysioNet Challenge 2025Preprint

  ArXiv.org · 2025-10-02

• The Boston Children’s Hospital sleep corpus: a collection of 15695 annotated pediatric polysomnograms

  SLEEP · 2025-09-16 · 3 citations

• Automated analysis of the American Academy of Sleep Medicine Inter-Scorer Reliability gold-standard polysomnogram dataset

  Journal of Clinical Sleep Medicine · 2025-08-12 · 1 citations

• Genomic and circulating tumor DNA landscape in young-onset non-small cell lung cancer.

  Journal of Clinical Oncology · 2025-05-28

• Predicting seizure episodes and high-risk events in autism throughadverse behavioral patterns

  Physiological Measurement · 2025-04-09

• Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept StudyPreprint

  Journal of Medical Internet Research · 2024-12-05 · 18 citations

• Digitization and Classification of ECG Images: The George B. Moody PhysioNet Challenge 2024

  Computing in cardiology · 2024-12-01 · 2 citations

• The Harvard-Emory ECG DatabasePreprint

  medRxiv · 2024-10-01 · 2 citations

• ECG-Image-Database: A Dataset of ECG Images with Real-World Imaging and Scanning Artifacts; A Foundation for Computerized ECG Image Digitization and Analysis.Preprint

  PubMed · 2024-09-25 · 2 citations

• Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study (Preprint)Preprint

  2024-09-06 · 4 citations

• Off-Body Sleep Analysis for Predicting Adverse Behavior in Individuals With Autism Spectrum Disorder

  IEEE Journal of Biomedical and Health Informatics · 2024-09-06 · 9 citations

• ID: 4121476 Digital Pipeline for Extraction and Processing of Implantable Cardioverter Defibrillator Electrograms for Machine Learning Analysis

  Heart Rhythm · 2024-09-01

• From sleep patterns to heart rhythm: Predicting atrial fibrillation from overnight polysomnograms

  Journal of Electrocardiology · 2024-07-20 · 6 citations