Woodruff Memorial Research Building
Office 4119
Department of Biomedical Informatics
Emory University
101 Woodruff Circle, 4th Floor East
Atlanta, GA 30322
matthew.a.reyna@emory.edu
Please see my Google Scholar, PubMed, and ORCID pages for more publications, including my most recent work.
E.A.P. Alday, A.B. Rad, M.A. Reyna, N. Sadr, A. Gu, Q. Li, M. Dumitru, J. Xue, D. Albert, R. Sameni, G.D. Clifford. Age, sex and race bias in automated arrhythmia detectors. Journal of Electrocardiology, 74 5-9. PMID: 35878534. 2022.
M.A. Reyna, N. Sadr, E.A.P. Alday, A. Gu, A.J. Shah, C. Robichaux, A.B. Rad, A. Elola, S. Seyedi, S. Ansari, H. Ghanbari, Q. Li, A. Sharma, G.D. Clifford. Issues in the automated classification of multilead ECGs using heterogeneous labels and populations. Physiological Measurement, 43 (8), 084001. PMID: 35815673. 2022.
M.A Reyna, E.O. Nsoesie, G.D. Clifford. Rethinking algorithm performance metrics for artificial intelligence in diagnostic medicine. JAMA, 328 (4) 329-330. PMID: 35802382. 2022.
M. Rohr, C. Reich, A. Höhl, T. Lilienthal, T. Dege, F. Plesinger, V. Bulkova, G.D. Clifford, M.A. Reyna, C.H. Antink. Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning. Physiological Measurement, 43 (7) 074001. 2022.
X. Mo, Q. Niu, A.A. Ivanov, Y.H. Tsang, C. Tang, C. Shu, Q. Li, K. Qian, A. Wahafu, S.P. Doyle, D. Cicka, X. Yang, D. Fan, M.A. Reyna, L.A.D. Cooper, C.S. Moreno, W. Zhou, T.K. Owonikoko, S. Lonial, F.R. Khuri, Y. Du, S.S. Ramalingam, G.B. Mills, H. Fu. Systematic discovery of mutation-directed neo-protein-protein interactions in cancer. Cell, 185 (11) 1974-1985.e12. PMID: 35512704. 2022.
M.A. Reyna, N. Sadr, E.A. Perez Alday, A. Gu, A. Shah, C. Robichaux, A.B. Rab, A. Elola, S. Seyedi, S. Ansari, H. Ghanbari, Q. Li, A. Sharma, G.D. Clifford. Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge. Computing in Cardiology (CinC) 2021/IEEE. 2021.
A.I. Wong, R. Kamaleswaran, A. Tabaie, M.A. Reyna, C. Josef, C. Robichaux, A.A.H de Hond, E.W. Steyerberg, A.L. Holder, S. Nemati, T.G. Buchman, J.M. Blum. Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data. Critical Care Explorations, 3 (5). PMID: 34079945. 2021.
W.C. Hahn et al.. An expanded universe of cancer targets. Cell, 184 (5), 1142-1155. PMID: 33667368. 2021.
M.A. Reyna, U. Chitra, R. Elyanow, B.J. Raphael. NetMix: A network-structured mixture model for reduced-bias estimation of altered subnetworks. Journal of Computational Biology. PMID: 33400606. 2021.
E.A. Perez Alday, A. Gu, A.J. Shah, C. Robichaux, A.K.I. Wong, C. Liu, F. Liu, A.B. Rad, A. Elola, S. Seyedi, Q. Li, A. Sharma, G.D. Clifford, M.A. Reyna. Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. Physiological Measurement, 41 (12). PMID: 33176294. 2020.
M.A. Reyna, E.A. Perez Alday, A. Gu, C. Liu, S. Seyedi, A.B. Rad, A. Elola, Q. Li, A. Sharma, G.D. Clifford. Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. Computing in Cardiology (CinC) 2020/IEEE. 2020.
S. Shahamatdar, M.X. He, M.A Reyna, A. Gusev, S.H. AlDubayan, E.M. Van Allen, S. Ramachandran. Germline features associated with immune infiltration in solid tumors. Cell Reports, 30 (9), 2900-2908. PMID: 32130895 2020.
C. Hegde, Z. Jiang, P.B. Suresha, J. Zelko, S. Seyedi, M.A. Smith, D.W. Wright, R. Kamaleswaran, M.A. Reyna, G.D. Clifford. AutoTriage - An Open Source Edge Computing Raspberry Pi-based Clinical Screening System. Preprint. 2020.
M.A. Reyna, D. Haan, …, PCAWG Consortium. Pathway and network analysis of more than 2500 whole cancer genomes, Nature Communications, 11 (1), 1-17. PMID: 32024854. 2020.
M.A. Reyna, C. Josef, R. Jeter, S.P. Shashikumar, M.B. Westover, S. Nemati, G.D. Clifford, A. Sharma. Early prediction of sepsis from clinical data: The PhysioNet/Computing in Cardiology Challenge 2019. Critical Care Medicine, 48 (2), 210-217. PMID: 31939789. 2020.
L.E. Rieder, Y.A. Savva, M.A. Reyna, Y.J. Chang, J.S. Dorsky, A. Rezaei, R.A. Reenan. Dynamic response of RNA editing to temperature in Drosophila, BMC Biology, 13 (1), 1-16. PMID: 25555396. 2015.
M.A. Reyna, F. Li. Operator bounds and time step conditions for the DG and central DG methods, Journal of Scientific Computing, 62 (2), 532-554. 2015.
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