Michael Aaron Rosenberg (Michael Rosenberg, Michael A Rosenberg)

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Atrial Fibrillation

Machine Learning

Catheter Ablation

Clinical Decision Support

Top Venues

Journal of the American Heart Association

Journal of cardiovascular pharmacology and therapeutics

JMIR formative research

This page only lists publications with an associated author ORCID identifier.

Publications

Steven T Simon, Meng Lin, Katy E Trinkley, Ryan Aleong, Nicholas Rafaels, Kristy R Crooks, Michael J Reiter, Christopher R Gignoux, Michael Aaron Rosenberg
A polygenic risk score for the QT interval is an independent predictor of drug-induced QT prolongation. PloS one 19 (6) (2024)
Christopher D Barrett, Yuto Suzuki, Sundos Hussein, Lohit Garg, Alexis Tumolo, Amneet Sandhu, J Jason West, Matthew M Zipse, Ryan Aleong, Paul Varosy, Wendy S Tzou, Farnoush Banaei-Kashani, Michael Aaron Rosenberg
Evaluation of Quantitative Decision-Making for Rhythm Management of Atrial Fibrillation Using Tabular Q-Learning. Journal of the American Heart Association 12 (9) (2023)
Christopher D Barrett, Yuto Suzuki, Sundos Hussein, Lohit Garg, Alexis Tumolo, Amneet Sandhu, J Jason West, Matthew M Zipse, Ryan Aleong, Paul Varosy, Wendy S Tzou, Farnoush Banaei-Kashani, Michael Aaron Rosenberg
Evaluation of Quantitative Decision-Making for Rhythm Management of Atrial Fibrillation Using Tabular Q-Learning. Journal of the American Heart Association 12 (9) (2023)
Christopher D Barrett, Yuto Suzuki, Sundos Hussein, Lohit Garg, Alexis Tumolo, Amneet Sandhu, J Jason West, Matthew M Zipse, Ryan Aleong, Paul Varosy, Wendy S Tzou, Farnoush Banaei-Kashani, Michael Aaron Rosenberg
Evaluation of Quantitative Decision-Making for Rhythm Management of Atrial Fibrillation Using Tabular Q-Learning. Journal of the American Heart Association 12 (9) (2023)
Christopher D Barrett, Yuto Suzuki, Sundos Hussein, Lohit Garg, Alexis Tumolo, Amneet Sandhu, J Jason West, Matthew M Zipse, Ryan Aleong, Paul Varosy, Wendy S Tzou, Farnoush Banaei-Kashani, Michael Aaron Rosenberg
Evaluation of Quantitative Decision-Making for Rhythm Management of Atrial Fibrillation Using Tabular Q-Learning. Journal of the American Heart Association 12 (9) (2023)
Christopher D Barrett, Yuto Suzuki, Sundos Hussein, Lohit Garg, Alexis Tumolo, Amneet Sandhu, J Jason West, Matthew M Zipse, Ryan Aleong, Paul Varosy, Wendy S Tzou, Farnoush Banaei-Kashani, Michael Aaron Rosenberg
Evaluation of Quantitative Decision-Making for Rhythm Management of Atrial Fibrillation Using Tabular Q-Learning. Journal of the American Heart Association (2023)
John Stacy, Rachel S Kim, Christopher D Barrett, Balaviknesh Sekar, Steven T Simon, Farnoush Banaei-Kashani, Michael Aaron Rosenberg
Qualitative Evaluation of an Artificial Intelligence-Based Clinical Decision Support System to Guide Rhythm Management of Atrial Fibrillation: Survey Study. JMIR formative research 6 (8) (2022)
Steven T Simon, Katy E Trinkley, Daniel C Malone, Michael Aaron Rosenberg
Interpretable Machine Learning Prediction of Drug-Induced QT Prolongation: Electronic Health Record Analysis. Journal of medical Internet research 24 (12) (2022)
Steven T Simon, Divneet Mandair, Abdel Albakri, Alison E Fohner, Noah R Simon, Leslie A Lange, Mary L Biggs, Kenneth J Mukamal, Bruce M Psaty, Michael Aaron Rosenberg
The Impact of Time Horizon on Classification Accuracy: Application of Machine Learning to Prediction of Incident Coronary Heart Disease. JMIR cardio 6 (2) (2022)
Archana Mande, Susan L Moore, Farnoush Banaei-Kashani, Benjamin Echalier, Sheana Salyers Bull, Michael Aaron Rosenberg
Assessment of a Mobile Health iPhone App for Semiautomated Self-management of Chronic Recurrent Medical Conditions Using an N-of-1 Trial Framework: Feasibility Pilot Study. JMIR formative research 6 (4) (2022)
Steven T Simon, Divneet Mandair, Premanand Tiwari, Michael Aaron Rosenberg
Prediction of Drug-Induced Long QT Syndrome Using Machine Learning Applied to Harmonized Electronic Health Record Data. Journal of cardiovascular pharmacology and therapeutics 26 (4) (2021)
Rachel S Kim, Steven T Simon, Brett Powers, Amneet Sandhu, Jose Sanchez, Ryan T Borne, Alexis Tumolo, Matthew M Zipse, J Jason West, Ryan Aleong, Wendy S Tzou, Michael Aaron Rosenberg
Machine Learning Methodologies for Prediction of Rhythm-Control Strategy in Patients Diagnosed With Atrial Fibrillation: Observational, Retrospective, Case-Control Study. JMIR medical informatics 9 (12) (2021)
Divneet Mandair, Premanand Tiwari, Steven Simon, Kathryn L Colborn, Michael Aaron Rosenberg
Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data. BMC medical informatics and decision making 20 (1) (2020)
Andrew E Levy, Minakshi Biswas, Rachel Weber, Khaldoun Tarakji, Mina Chung, Peter A Noseworthy, Christopher Newton-Cheh, Michael Aaron Rosenberg
Applications of machine learning in decision analysis for dose management for dofetilide. PloS one 14 (12) (2019)
Minakshi Biswas, Andrew Levy, Rachel Weber, Khaldoun Tarakji, Mina Chung, Peter A Noseworthy, Christopher Newton-Cheh, Michael Aaron Rosenberg
Multicenter Analysis of Dosing Protocols for Sotalol Initiation. Journal of cardiovascular pharmacology and therapeutics 25 (3) (2019)
Michael Aaron Rosenberg, Molly M Shores, Alvin M Matsumoto, Petra Bůžková, Leslie A Lange, Richard A Kronmal, Susan R Heckbert, Kenneth J Mukamal
Serum androgens and risk of atrial fibrillation in older men: The Cardiovascular Health Study. Clinical cardiology 41 (6) (2018)
Lucas Marzec, Sridharan Raghaven, Farnoush Banaei-Kashani, Seth Creasy, Edward L Melanson, Leslie Lange, Debashis Ghosh, Michael Aaron Rosenberg
Device-measured physical activity data for classification of patients with ventricular arrhythmia events: A pilot investigation. PloS one 13 (10) (2018)