Joshua Barrios, PhD, BS
Education
Publications
Brundage J, Barrios JP, Tison GH, Pirruccello JP. Genetics of Cardiac Aging Implicate Organ-Specific Variation. medRxiv : the preprint server for health sciences 2024. PMID: 39148824
Barrios JP, Seshadri MR, Tison GH. Artificial Intelligence to Complement, Not Replace, Clinical Knowledge: Reading Between the Lines. JACC. CardioOncology 2024. PMID: 38774016
Antiperovitch P, Mortara D, Barrios J, Avram R, Yee K, Khaless AN, Cristal A, Tison G, Olgin J. Continuous Atrial Fibrillation Monitoring From Photoplethysmography: Comparison Between Supervised Deep Learning and Heuristic Signal Processing. JACC. Clinical electrophysiology 2024. PMID: 38340117
Siontis KC, Abreau S, Attia ZI, Barrios JP, Dewland TA, Agarwal P, Balasubramanyam A, Li Y, Lester SJ, Masri A, Wang A, Sehnert AJ, Edelberg JM, Abraham TP, Friedman PA, Olgin JE, Noseworthy PA, Tison GH. Patient-Level Artificial Intelligence-Enhanced Electrocardiography in Hypertrophic Cardiomyopathy: Longitudinal Treatment and Clinical Biomarker Correlations. JACC. Advances 2023. PMID: 38076758
Avram R, Olgin JE, Ahmed Z, Verreault-Julien L, Wan A, Barrios J, Abreau S, Wan D, Gonzalez JE, Tardif JC, So DY, Soni K, Tison GH. CathAI: fully automated coronary angiography interpretation and stenosis estimation. NPJ digital medicine 2023. PMID: 37568050
Tison GH, Abreau S, Barrios J, Lim LJ, Yang M, Crudo V, Shah DJ, Nguyen T, Hu G, Dixit S, Nah G, Arya F, Bibby D, Lee Y, Delling FN. Identifying Mitral Valve Prolapse at Risk for Arrhythmias and Fibrosis From Electrocardiograms Using Deep Learning. JACC. Advances 2023. PMID: 37936601
Higuchi S, Li R, Gerstenfeld EP, Liem LB, Im SI, Kalantarian S, Ansari M, Abreau S, Barrios J, Scheinman MM, Tison GH. Identification of supraventricular tachycardia mechanisms with surface electrocardiograms using a convolutional neural network. Heart rhythm O2 2023. PMID: 37645266
Avram R, Barrios JP, Abreau S, Goh CY, Ahmed Z, Chung K, So DY, Olgin JE, Tison GH. Automated Assessment of Cardiac Systolic Function From Coronary Angiograms With Video-Based Artificial Intelligence Algorithms. JAMA cardiology 2023. PMID: 37163297
Chaudhari GR, Mayfield JJ, Barrios JP, Abreau S, Avram R, Olgin JE, Tison GH. Deep learning augmented ECG analysis to identify biomarker-defined myocardial injury. Scientific Reports 2023. PMID: 36849487
Aras MA, Abreau S, Mills H, Radhakrishnan L, Klein L, Mantri N, Rubin B, Barrios J, Chehoud C, Kogan E, Gitton X, Nnewihe A, Quinn D, Bridges C, Butte AJ, Olgin JE, Tison GH. Electrocardiogram Detection of Pulmonary Hypertension Using Deep Learning. Journal of cardiac failure 2023. PMID: 36706977
Barrios JP, Tison GH. Advancing cardiovascular medicine with machine learning: Progress, potential, and perspective. Cell reports. Medicine 2022. PMID: 36543095
Tison GH, Barrios J, Avram R, Kuhar P, Bostjancic B, Marcus GM, Pletcher MJ, Olgin JE. Worldwide physical activity trends since COVID-19 onset. The Lancet. Global health 2022. PMID: 36057269
Elias P, Poterucha TJ, Rajaram V, Moller LM, Rodriguez V, Bhave S, Hahn RT, Tison G, Abreau SA, Barrios J, Torres JN, Hughes JW, Perez MV, Finer J, Kodali S, Khalique O, Hamid N, Schwartz A, Homma S, Kumaraiah D, Cohen DJ, Maurer MS, Einstein AJ, Nazif T, Leon MB, Perotte AJ. Deep Learning Electrocardiographic Analysis for Detection of Left-Sided Valvular Heart Disease. Journal of the American College of Cardiology 2022. PMID: 35926935
Vasudevan D, Liu YC, Barrios JP, Wheeler MK, Douglass AD, Dorsky RI. Regenerated interneurons integrate into locomotor circuitry following spinal cord injury. Volume 342. Experimental neurology 2021. PMID: 33957107
Barrios JP, Wang WC, England R, Reifenberg E, Douglass AD. Hypothalamic Dopamine Neurons Control Sensorimotor Behavior by Modulating Brainstem Premotor Nuclei in Zebrafish. Volume 30 of Issue 23. Current biology : CB 2020. PMID: 33007241
Wee CL, Nikitchenko M, Wang WC, Luks-Morgan SJ, Song E, Gagnon JA, Randlett O, Bianco IH, Lacoste AMB, Glushenkova E, Barrios JP, Schier AF, Kunes S, Engert F, Douglass AD. Zebrafish oxytocin neurons drive nocifensive behavior via brainstem premotor targets. Volume 22 of Issue 9. Nature neuroscience 2019. PMID: 31358991
Julien DP, Chan AW, Barrios J, Mathiaparanam J, Douglass A, Wolman MA, Sagasti A. Zebrafish expression reporters and mutants reveal that the IgSF cell adhesion molecule Dscamb is required for feeding and survival. Volume 32 of Issue 4. Journal of neurogenetics 2018. PMID: 30204029
Gao J, Stevenson TJ, Douglass AD, Barrios JP, Bonkowsky JL. The Midline Axon Crossing Decision Is Regulated through an Activity-Dependent Mechanism by the NMDA Receptor. Volume 5 of Issue 2. eNeuro 2018. PMID: 29766040
McPherson AD, Barrios JP, Luks-Morgan SJ, Manfredi JP, Bonkowsky JL, Douglass AD, Dorsky RI. Motor Behavior Mediated by Continuously Generated Dopaminergic Neurons in the Zebrafish Hypothalamus Recovers after Cell Ablation. Volume 26 of Issue 2. Current biology : CB 2016. PMID: 26774784
Son JH, Keefe MD, Stevenson TJ, Barrios JP, Anjewierden S, Newton JB, Douglass AD, Bonkowsky JL. Transgenic FingRs for Live Mapping of Synaptic Dynamics in Genetically-Defined Neurons. Volume 6. Scientific Reports 2016. PMID: 26728131
Schoborg T, Rickels R, Barrios J, Labrador M. Chromatin insulator bodies are nuclear structures that form in response to osmotic stress and cell death. Volume 202 of Issue 2. The Journal of cell biology 2013. PMID: 23878275