Barrios, Joshua

Deep Learning Electrocardiographic Analysis for Detection of Left-Sided Valvular Heart Disease

Elias, P., Poterucha, T. J., Rajaram, V., Moller, L. M., Rodriguez, V., Bhave, S., Hahn, R. T., Tison, G., Abreau, S. A., Barrios, J., et al. (2022) · Journal of the American College of Cardiology

ECG Monitoring and AnalysisArtificial Intelligence in Healthcare

Cited by 153

Detecting structural heart disease from electrocardiograms using AI

Poterucha, T. J., Jing, L., Ricart, R. P., Adjei-Mosi, M., Finer, J., Hartzel, D., Kelsey, C., Long, A., Rocha, D., Ruhl, J. A., et al. (2025) · Nature

ECG Monitoring and AnalysisArtificial Intelligence in Healthcare and Education

Cited by 116

Electrocardiogram Detection of Pulmonary Hypertension Using Deep Learning

ARAS, M. A., ABREAU, S., MILLS, H., RADHAKRISHNAN, L., KLEIN, L., MANTRI, N., RUBIN, B., BARRIOS, J., CHEHOUD, C., KOGAN, E., et al. (2023) · Journal of Cardiac Failure

ECG Monitoring and AnalysisPulmonary Hypertension Research and Treatments

Cited by 46

Oxytocin-mediated social preference and socially reinforced reward learning in the miniature fish Danionella cerebrum

Penalva-Tena, A., Bedke, J., Gaudin, A., Barrios, J. P., Bertram, E. P. L., & Douglass, A. D. (2018) · Current Biology

Neuroendocrine regulation and behaviorZebrafish Biomedical Research Applications

Cited by 41

Foundation models for electrocardiogram interpretation: clinical implications

Nolin-Lapalme, A., Sowa, A., Delfrate, J., Tastet, O., Corbin, D., Kulbay, M., Ozdemir, D., Noël, M.-J., Marois-Blanchet, F.-C., Harvey, F., et al. (2026) · European Heart Journal

ECG Monitoring and AnalysisMachine Learning in Healthcare

Cited by 20