Deep Learning for Premature Ventricular Contraction-Cardiomyopathy: Are We Digging Deep Enough?

Affiliations

¹ Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA.
² Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA; Department of Pediatrics and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, USA; Department of Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA; Department of Clinical Anatomy, Mayo Clinic, Rochester, Minnesota, USA. Electronic address: asirvatham.samuel@mayo.edu.

Free article

Editorial

Gurukripa N Kowlgi et al. JACC Clin Electrophysiol. 2023 Aug.

Free article

. 2023 Aug;9(8 Pt 2):1452-1454.

doi: 10.1016/j.jacep.2023.07.003.

¹ Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA.
² Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA; Department of Pediatrics and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, USA; Department of Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA; Department of Clinical Anatomy, Mayo Clinic, Rochester, Minnesota, USA. Electronic address: asirvatham.samuel@mayo.edu.

No abstract available

Keywords: artificial intelligence; cardiomyopathy; deep learning; electrocardiogram; premature ventricular contractions.

Conflict of interest statement

Funding Support and Author Disclosures The authors have reported that they have no relationships relevant to the contents of this paper to disclose.

A Novel ECG-Based Deep Learning Algorithm to Predict Cardiomyopathy in Patients With Premature Ventricular Complexes.
Lampert J, Vaid A, Whang W, Koruth J, Miller MA, Langan MN, Musikantow D, Turagam M, Maan A, Kawamura I, Dukkipati S, Nadkarni GN, Reddy VY. Lampert J, et al. JACC Clin Electrophysiol. 2023 Aug;9(8 Pt 2):1437-1451. doi: 10.1016/j.jacep.2023.05.025. Epub 2023 Jul 19. JACC Clin Electrophysiol. 2023. PMID: 37480862