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cs.CV2025
Investigating Deep Learning Models for Ejection Fraction Estimation from Echocardiography Videos
Shravan Saranyan, Pramit Saha
Left ventricular ejection fraction (LVEF) is a key indicator of cardiac function and plays a central role in the diagnosis and management of cardiovascular disease. Echocardiograph…
cs.CV2025
Video-based Exercise Classification and Activated Muscle Group Prediction with Hybrid X3D-SlowFast Network
Manvik Pasula, Pramit Saha
This paper introduces a simple yet effective strategy for exercise classification and muscle group activation prediction (MGAP). These tasks have significant implications for perso…