Self-Supervised Multi-Task Learning for the Detection and Classification of RHD-Induced Valvular Pathology

Rheumatic heart disease (RHD) poses a significant global health challenge, necessitating improved diagnostic tools. This study investigated the use of self-supervised multi-task learning for automated echocardiographic analysis, aiming to predict echocardiographic views, diagnose RHD conditions, and...

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Bibliographic Details
Main Authors: Lorna Mugambi, Ciira wa Maina, Liesl Zühlke
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/11/4/97
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