Feasibility of visualizing higher regions of Shannon entropy in atrial fibrillation patients. - Shivaram Poigai Arunachalam; Siva K. Mulpuru; Paul A. Friedman; Elena G. Tolkacheva (EMBC, 2015)

Kurtosis as a statistical approach to identify the pivot point of the rotor. - Shivaram Poigai Arunachalam; Elizabeth M. Annoni; Siva K. Mulpuru; Paul A. Friedman; Elena G. Tolkacheva (EMBC, 2016)

Novel Quantitative Analytical Approaches for Rotor Identification and Associated Implications for Mapping. - Elizabeth M. Annoni; Shivaram Poigai Arunachalam; Suraj Kapa; Siva K. Mulpuru; Paul A. Friedman; Elena G. Tolkacheva (IEEE Trans. Biomed. Eng., 2018)

Pragmatic considerations for fostering reproducible research in artificial intelligence. - Rickey E. Carter; Zachi Attia; Francisco Lopez-Jimenez; Paul A. Friedman (npj Digit. Medicine, 2019)

ECG Representation Learning with Multi-Modal EHR Data. - Sravan Kumar Lalam; Hari Krishna Kunderu; Shayan Ghosh; Harish Kumar A.; Samir Awasthi; Ashim Prasad; Francisco Lopez-Jimenez; Zachi Attia; Samuel J. Asirvatham; Paul A. Friedman; Rakesh Barve; Melwin Babu (Trans. Mach. Learn. Res., 2023)

Artificial intelligence-enabled ECG for left ventricular diastolic function and filling pressure. - Eunjung Lee; Saki Ito; William R. Miranda; Francisco Lopez-Jimenez; Garvan C. Kane; Samuel J. Asirvatham; Peter A. Noseworthy; Paul A. Friedman; Rickey E. Carter; Barry A. Borlaug; Zachi Attia; Jae K. Oh (npj Digit. Medicine, 2024)

Pediatric sex estimation using AI-enabled ECG analysis: influence of pubertal development. - Donnchadh O'Sullivan; Scott Anjewierden; Grace Greason; Itzhak Zachi Attia; Francisco Lopez-Jimenez; Paul A. Friedman; Peter A. Noseworthy; Jason Anderson; Anthony H. Kashou; Samuel J. Asirvatham; Benjamin W. Eidem; Jonathan N. Johnson; et al. (npj Digit. Medicine, 2024)