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M

Matthew A. Reyna

emory university

42H-index
116Paper Count
1.8WCitation Count
Published Papers 15
Publication Date
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Pediatric SleepNet: A Deep Learning Network for Reliable Pediatric Sleep Staging Across Developmental Stages
errSleep
IF4.9
err2026-03-10
err0
PREAI
errAyush Tripathi; Arnav Gupta; Wolfgang Ganglberger; Samuel Waters; Haoqi Sun; Samaneh Nasiri; Ayan Mitra; Katie L Stone; Emmanuel Mignot; Dennis Hwang; Matthew A Reyna; Lynn Marie Trotti; Gari D Clifford; Kiran Maski; Umakanth Katwa; Robert J Thomas; M Brandon Westover
errShare
errSave
Automated analysis of the American Academy of Sleep Medicine Inter-Scorer-standard dataset
errJOURNAL OF CLINICAL SLEEP MEDICINE
IF2.9
err2025-11-01
err1
PREAI
errTripathi, Ayush; Nasiri, Samaneh; Ganglberger, Wolfgang; Nassi, Thijs; Meulenbrugge, Erik-Jan; Sun, Haoqi; Stone, Katie L.; Mignot, Emmanuel; Hwang, Dennis; Trotti, Lynn Marie; Reyna, Matthew A.; Clifford, Gari D.; Katwa, Umakanth; Thomas, Robert J.; Westover, M. Brandon
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errSave
The Boston Children's Hospital sleep corpus: a collection of 15695 annotated pediatric polysomnograms
errSLEEP
IF4.9
err2025-10-01
err0
PREAI
errTripathi, Ayush; Ganglberger, Wolfgang; Sun, Haoqi; Alcott, Callison; Turley, Niels; Fitzgerald, Rebecca; Mitra, Ayan; Waters, Samuel; Gupta, Arnav; Gupta, Aditya; Ghanta, Manohar; Junior, Valdery Moura; Nasiri, Samaneh; Nearing, Bruce; Stone, Katie L.; Mignot, Emmanuel; Hwang, Dennis; Reyna, Matthew A.; Koscova, Zuzana; Robichaux, Chad; Zhang, Zhiyong; Li, Qiao; Ganjoo, Gauri; Trotti, Lynn Marie; Clifford, Gari D.; Silvers, Christine Tsien; Gunapati, Bharath; Thomas, Robert J.; Westover, M. Brandon; Maski, Kiran; Katwa, Umakanth
errShare
errSave
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2025-01-06
err0
errOAAI
errDas, Sudeshna; Ge, Yao; Guo, Yuting; Rajwal, Swati; Hairston, Jamor; Powell, Jeanne; Walker, Drew; Peddireddy, Snigdha; Lakamana, Sahithi; Bozkurt, Selen; Reyna, Matthew; Sameni, Reza; Xiao, Yunyu; Kim, Sangmi; Chandler, Rasheeta; Hernandez, Natalie; Mowery, Danielle; Wightman, Rachel; Love, Jennifer; Spadaro, Anthony; Perrone, Jeanmarie; Sarker, Abeed
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errSave
Off-Body Sleep Analysis for Predicting Adverse Behavior in Individuals With Autism Spectrum Disorder
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-11-01
err0
errOAAI
errKiarashi, Yashar; Suresha, Pradyumna B.; Rad, Ali Bahrami; Reyna, Matthew; Anderson, Conor; Foster, Jenny; Lantz, Johanna; Villavicencio, Tania; Hamlin, Theresa; Clifford, Gari
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errSave
A Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias
errSENSORS
IF3.5
err2024-03-07
err2
errOAAI
errMousavi, Seyedeh Somayyeh; Reyna, Matthew A.; Clifford, Gari D.; Sameni, Reza
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errSave
A missense SNP in the tumor suppressor SETD2 reduces H3K36me3 and mitotic spindle integrity in Drosophila
errGENETICS
IF5.1
err2024-01-30
err1
errOAAI
errBrockett, Jovan S.; Manalo, Tad; Zein-Sabatto, Hala; Lee, Jina; Fang, Junnan; Chu, Philip; Feng, Harry; Patil, Dattatraya; Davidson, Priscilla; Ogan, Kenneth; Master, Viraj A.; Pattaras, John G.; Roberts, David L.; Bergquist, Sharon H.; Reyna, Matthew A.; Petros, John A.; Lerit, Dorothy A.; Arnold, Rebecca S.
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errSave
The International Cardiac Arrest Research Consortium Electroencephalography Database
errCRITICAL CARE MEDICINE
IF6
err2023-10-19
err2
errOAAI
errAmorim, Edilberto; Zheng, Wei-Long; Ghassemi, Mohammad M.; Aghaeeaval, Mahsa; Kandhare, Pravinkumar; Karukonda, Vishnu; Lee, Jong Woo; Herman, Susan T.; Sivaraju, Adithya; Gaspard, Nicolas; Hofmeijer, Jeannette; van Putten, Michel J. A. M.; Sameni, Reza; Reyna, Matthew A.; Clifford, Gari D.; Westover, M. Brandon
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errSave
Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-08-01
err5
errOAAI
errElola, Andoni; Aramendi, Elisabete; Oliveira, Jorge; Renna, Francesco; Coimbra, Miguel T. T.; Reyna, Matthew A. A.; Sameni, Reza; Clifford, Gari D. D.; Rad, Ali Bahrami
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errSave
Pathway and network analysis of more than 2500 whole cancer genomes (vol 11, 729, 2020)
errNATURE COMMUNICATIONS
IF15.7
err2022-12-08
err0
errOAAI
errReyna, Matthew A.; Haan, David; Paczkowska, Marta; Verbeke, Lieven P. C.; Vazquez, Miguel; Kahraman, Abdullah; Pulido-Tamayo, Sergio; Barenboim, Jonathan; Wadi, Lina; Dhingra, Priyanka; Shrestha, Raunak; Getz, Gad; Lawrence, Michael S.; Pedersen, Jakob Skou; Rubin, Mark A.; Wheeler, David A.; Brunak, Sren; Izarzugaza, Jose M. G.; Khurana, Ekta; Marchal, Kathleen; von Mering, Christian; Sahinalp, S. Cenk; Valencia, Alfonso; Reimand, Jueri; Stuart, Joshua M.; Raphael, Benjamin J.
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errSave
Rethinking Algorithm Performance Metrics for Artificial Intelligence in Diagnostic Medicine
errJAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
IF55
err2022-07-26
err20
PREAI
errReyna, Matthew A.; Nsoesie, Elaine O.; Clifford, Gari D.
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errSave
PREDICTION OF ACUTE RESPIRATORY FAILURE REQUIRING MECHANICAL VENTILATION
errCHEST
IF8.6
err2020-10-01
err0
errOAAI
errWong, An-Kwok; Tabaie, Azade; Holder, Andre; Reyna, Matthew; Josef, Christopher; Robichaux, Chad; Nemati, Shamim; Blum, James
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errSave
Germline Features Associated with Immune Infiltration in Solid Tumors
errCELL REPORTS
IF6.9
err2020-03-01
err38
errOAAI
errShahamatdar, Sahar; He, Meng Xiao; Reyna, Matthew A.; Gusev, Alexander; AlDubayan, Saud H.; Van Allen, Eliezer M.; Ramachandran, Sohini
errShare
errSave
Pathway and network analysis of more than 2500 whole cancer genomes
errNATURE COMMUNICATIONS
IF15.7
err2020-02-05
err77
errOAAI
errReyna, Matthew A.; Haan, David; Paczkowska, Marta; Verbeke, Lieven P. C.; Vazquez, Miguel; Kahraman, Abdullah; Pulido-Tamayo, Sergio; Barenboim, Jonathan; Wadi, Lina; Dhingra, Priyanka; Shrestha, Raunak; Getz, Gad; Lawrence, Michael S.; Pedersen, Jakob Skou; Rubin, Mark A.; Wheeler, David A.; Brunak, Soren; Izarzugaza, Jose M. G.; Khurana, Ekta; Marchal, Kathleen; von Mering, Christian; Sahinalp, S. Cenk; Valencia, Alfonso; Reimand, Juri; Stuart, Joshua M.; Raphael, Benjamin J.
errShare
errSave
Early Prediction of Sepsis From Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019
errCRITICAL CARE MEDICINE
IF6
err2020-02-01
err192
errOAAI
errReyna, Matthew A.; Josef, Christopher S.; Jeter, Russell; Shashikumar, Supreeth P.; Westover, M. Brandon; Nemati, Shamim; Clifford, Gari D.; Sharma, Ashish
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Gad Getz
H-index: 248 · Papers: 1.8K
M
Mark A. Rubin
H-index: 186 · Papers: 1.5K
J
Joshua M. Stuart
H-index: 170 · Papers: 578
D
David A. Wheeler
H-index: 147 · Papers: 602
M
Michael S. Lawrence
H-index: 145 · Papers: 648
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