I. S. Misra

Multi-class valvular heart disease classification and severity detection with enhanced accuracy using convolutional neural network

This DL model eliminates segmentation and manual pre-processing, enabling early, accurate VHD detection while outperforming existing methods and supporting clinical decisions and patient care.