Multimodal Deep Learning for Cardiovascular Risk Stratification: Integrating Retinal Biomarkers and Cardiovascular Signals for Enhanced Heart Attack Prediction

Cardiovascular diseases, particularly myocardial infarction, have remained a significant cause of death around the world. Therefore, dedicated non-invasive risk prediction frameworks are required. Conventional measures for risk prediction among most heterogeneous patients, such as the Framingham Ris...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	K. Sathya, G. Magesh
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Retinal imaging cardiovascular biomarkers multimodal deep learning heart attack prediction risk stratifications
Online Access:	https://ieeexplore.ieee.org/document/11025545/