Machine Learning–based Model for Major Adverse Cardiac Event Prediction in Patients with Hypertrophic Cardiomyopathy

Radiology Cardiothoracic Imaging 2026

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Authors: Thomas Geyer, C. H. S. McIntosh, Vishesh Sood, João Francisco Matos, Hayley McKee, Kate Hanneman
DOI: 10.1148/ryct.250433
Cited by: 1
References: 29

Abstract

A machine learning–based model incorporating clinical, genetic, echocardiography, and cardiac MRI variables demonstrated good performance for major adverse cardiac event prediction in patients with hypertrophic cardiomyopathy.

Fields of Study & Subjects

Cardiomyopathy and Myosin Studies Cardiovascular Function and Risk Factors Cardiac Imaging and Diagnostics

Publication details

Journal / source
Radiology Cardiothoracic Imaging
Publisher
Radiological Society of North America (RSNA)
Volume
8
Issue
3
Pages
e250433–e250433
Publication date
1 June 2026
Language
EN