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Cardiology
Sys. Review
Omics approaches offer theoretical basis for new diagnostic markers and targeted therapeutic strategies in mitral valve disease management
New Clues Emerge About Common Heart Valve Problems
This narrative review explores how omics approaches, including genomics and proteomics, could revolutionize the understanding of mitral valv…
Hidden biological signals in heart valve tissue may lead to earlier detection and better treatments for mitral valve disease.
Frontiers
May 15, 2026
Cardiology
Observational review finds deep learning aids multiclass classification of mitral valve etiologies in TTE
AI Reads Heart Scans Like Experts—And Could Change Diagnosis
This observational review evaluates a deep learning framework for classifying mitral valve etiologies in patients undergoing transthoracic…
This new tool could help doctors diagnose heart valve issues more accurately and consistently.
medRxiv
Apr 24, 2026