Machine Learning Methodologies for Prediction of Rhythm-Control Strategy in Patients Diagnosed With Atrial Fibrillation: Observational, Retrospective, Case-Control Study.

Kim, Rachel S; Simon, Steven; Powers, Brett; Sandhu, Amneet; Sanchez, Jose; Borne, Ryan T; Tumolo, Alexis; Zipse, Matthew; West, J Jason; Aleong, Ryan; Tzou, Wendy; Rosenberg, Michael A

Kim, Rachel S; Simon, Steven; Powers, Brett; Sandhu, Amneet; Sanchez, Jose; Borne, Ryan T; Tumolo, Alexis; Zipse, Matthew; West, J Jason; Aleong, Ryan; Tzou, Wendy; Rosenberg, Michael A.

Afiliação

Kim RS; Colorado Center for Personalized Medicine, University of Colorado School of Medicine, Aurora, CO, United States.
Simon S; Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States.
Powers B; Colorado Center for Personalized Medicine, University of Colorado School of Medicine, Aurora, CO, United States.
Sandhu A; Clinical Cardiac Electrophysiology Section, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States.
Sanchez J; Clinical Cardiac Electrophysiology Section, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States.
Borne RT; Clinical Cardiac Electrophysiology Section, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States.
Tumolo A; Clinical Cardiac Electrophysiology Section, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States.
Zipse M; Clinical Cardiac Electrophysiology Section, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States.
West JJ; Clinical Cardiac Electrophysiology Section, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States.
Aleong R; Clinical Cardiac Electrophysiology Section, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States.
Tzou W; Clinical Cardiac Electrophysiology Section, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, United States.
Rosenberg MA; Colorado Center for Personalized Medicine, University of Colorado School of Medicine, Aurora, CO, United States.

JMIR Med Inform ; 9(12): e29225, 2021 Dec 06.

Article em En | MEDLINE | ID: mdl-34874889

Palavras-chave

ablation; antiarrhythmia agents; artificial intelligence; atrial fibrillation; biostatistics; data science; machine learning; rhythm-control

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: JMIR Med Inform Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos

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