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Matthew A. Reyna · SciRah

Researcher profile · Semantic Scholar

Matthew A. Reyna

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Matthew A. Reyna — researcher profile on SciRah

h-index: 15
Works: 27
Citations: 1,615

Most-cited papers

Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021
Matthew A. Reyna, N. Sadr, E. P. Perez Alday, An-Nie Gu +10 more
20212021 Computing in Cardiology (CinC)268 citations
Semantic Scholar
Integrative pathway enrichment analysis of multivariate omics data
M. Paczkowska, J. Barenboim, N. Sintupisut, Natalie S. Fox +129 more
2020Nature Communications212 citations Open access
Semantic Scholar
Dynamic response of RNA editing to temperature in Drosophila
L. Rieder, Y. Savva, Matthew A. Reyna, Yao-Jen Chang +3 more
2015BMC Biology202 citations Open access
Semantic Scholar
An expanded universe of cancer targets
W. Hahn, J. Bader, Theodore P. Braun, A. Califano +121 more
2021Cell178 citations Open access
Semantic Scholar
Hierarchical HotNet: identifying hierarchies of altered subnetworks
Matthew A. Reyna, Mark D. M. Leiserson, Benjamin J. Raphael
2018Bioinform.125 citations Open access
Semantic Scholar
Pathway and network analysis of more than 2500 whole cancer genomes
Matthew A. Reyna, David Haan, M. Paczkowska, L. Verbeke +22 more
2020Nature Communications105 citations Open access
Semantic Scholar
ECG-Image-Kit: a synthetic image generation toolbox to facilitate deep learning-based electrocardiogram digitization
Kshama Kodthalu Shivashankara, Deepanshi, Afagh Mehri Shervedani, G. Clifford +2 more
2023Physiological Measurement81 citations Open access
Semantic Scholar
A weighted exact test for mutually exclusive mutations in cancer
Mark D. M. Leiserson, Matthew A. Reyna, Benjamin J. Raphael
2016Bioinform.63 citations Open access
Semantic Scholar
Systematic discovery of mutation-directed neo-protein-protein interactions in cancer
Xiu-Lei Mo, Qiankun Niu, A. Ivanov, Y. Tsang +20 more
2021bioRxiv62 citations Open access
Semantic Scholar
Issues in the automated classification of multilead ECGs using heterogeneous labels and populations
Matthew A. Reyna, N. Sadr, E. P. Perez Alday, An-Nie Gu +10 more
2022Physiological Measurement61 citations Open access
Semantic Scholar
Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023
Matthew A. Reyna, Edilberto Amorim, R. Sameni, James Weigle +14 more
20232023 Computing in Cardiology (CinC)58 citations Open access
Semantic Scholar
Rethinking Algorithm Performance Metrics for Artificial Intelligence in Diagnostic Medicine
Matthew A. Reyna, E. Nsoesie, G. Clifford
2022Journal of the American Medical Association (JAMA)47 citations Open access
Semantic Scholar
Germline Features Associated with Immune Infiltration in Solid Tumors
S. Shahamatdar, Meng X. He, Matthew A. Reyna, Alexander Gusev +3 more
2019bioRxiv46 citations Open access
Semantic Scholar
Beyond Heart Murmur Detection: Automatic Murmur Grading from Phonocardiogram
Andoni Elola, E. Aramendi, J. Oliveira, F. Renna +5 more
2022IEEE journal of biomedical and health informatics27 citations Open access
Semantic Scholar
Age, sex and race bias in automated arrhythmia detectors
E. A. Perez Alday, Ali Bahrami Rad, Matthew A. Reyna, N. Sadr +7 more
2022Journal of Electrocardiology20 citations Open access
Semantic Scholar
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning
M. Rohr, Christoph Reich, Andreas Höhl, T. Lilienthal +6 more
2022Physiological Measurement14 citations Open access
Semantic Scholar
NetMix: A Network-Structured Mixture Model for Reduced-Bias Estimation of Altered Subnetworks
Matthew A. Reyna, Uthsav Chitra, Rebecca Elyanow, Benjamin J. Raphael
2020bioRxiv13 citations Open access
Semantic Scholar
Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data
A. Wong, R. Kamaleswaran, Azade Tabaie, Matthew A. Reyna +8 more
2021Critical Care Explorations11 citations Open access
Semantic Scholar
Pathway and network analysis of more than 2,500 whole cancer genomes
Matthew A. Reyna, David Haan, M. Paczkowska, L. Verbeke +22 more
2018bioRxiv8 citations Open access
Semantic Scholar
Off-body Sleep Analysis for Predicting Adverse Behavior in Individuals with Autism Spectrum Disorder
Y. Kiarashi, P. Suresha, A. B. Rad, Matthew A. Reyna +6 more
2024IEEE journal of biomedical and health informatics6 citations Open access
Semantic Scholar
Predicting Seizures Episodes and High-Risk Events in Autism Through Adverse Behavioral Patterns
Y. Kiarashi, Johanna Lantz, Matthew A. Reyna, Conor Anderson +5 more
2024medRxiv2 citations Open access
Semantic Scholar
Author Correction: Pathway and network analysis of more than 2500 whole cancer genomes
Matthew A. Reyna, David Haan, M. Paczkowska, L. Verbeke +22 more
2022Nature Communications2 citations Open access
Semantic Scholar
Combining crowd-sourcing, census data, and public review forums for real-time, high-resolution food desert estimation
Mohsen Salari, Michael R. Kramer, Matthew A. Reyna, Herman A. Taylor +1 more
2021BioMedical Engineering OnLine2 citations Open access
Semantic Scholar
Voting of predictive models for clinical outcomes: consensus of algorithms for the early prediction of sepsis from clinical data and an analysis of the PhysioNet/Computing in Cardiology Challenge 2019
Matthew A. Reyna, G. Clifford
2020arXiv.org2 citations
Semantic Scholar
PREDICTION OF ACUTE RESPIRATORY FAILURE REQUIRING MECHANICAL VENTILATION
A. Wong, Azade Tabaie, A. Holder, Matthew A. Reyna +4 more
2020Chest0 citations Open access
Semantic Scholar
Classification of Subsequent Acute Respiratory Failure (ARF) Requiring Prolonged Mechanical Ventilation by Basic Machine Learning Algorithms
A. Wong, Azade Tabaie, A. Holder, Matthew A. Reyna +5 more
20200 citations
Semantic Scholar
Assessment of EMR Data Availability Within the First 12 Hours of Admission for Prediction by Machine Learning Methods
A. Wong, Azade Tabaie, A. Holder, Matthew A. Reyna +4 more
20200 citations
Semantic Scholar

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