Artificial Intelligence-Guided Neuromodulation in Heart Failure with Preserved and Reduced Ejection Fraction: Mechanisms, Evidence, and Future Directions

Heart failure, a significant global health burden, is divided into heart failure with reduced ejection fraction (HFrEF) and preserved ejection fraction (HFpEF), characterized by systolic dysfunction and diastolic stiffness, respectively. While HFrEF benefits from pharmacological and device-based the...

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Bibliographic Details

Published in:	Journal of Cardiovascular Development and Disease
Main Authors:	Rabiah Aslam Ansari, Sidhartha Gautam Senapati, Vibhor Ahluwalia, Gianeshwaree Alias Rachna Panjwani, Anmolpreet Kaur, Gayathri Yerrapragada, Jayavinamika Jayapradhaban Kala, Poonguzhali Elangovan, Shiva Sankari Karuppiah, Naghmeh Asadimanesh, Anjani Muthyala, Shivaram P. Arunachalam
Format:	Article
Language:	English
Published:	MDPI AG 2025-08-01
Subjects:	heart failure HFpEF HFrEF artificial intelligence neuromodulation personalized medicine
Online Access:	https://www.mdpi.com/2308-3425/12/8/314