MT-MV-KDF: A novel Multi-Task Multi-View Knowledge Distillation Framework for myocardial infarction detection and localization

Published: 01 Jan 2024, Last Modified: 18 May 2025Biomed. Signal Process. Control. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•MT-MV-KDF integrates multi-task learning and multi-view learning, and knowledge distillation.•Proposed lightweight network, MT-DSVS-net, transfers knowledge from MT-MVT-net to MT-SVS-net.•MT-DSVS-net (0.40M params) excels in inter-patient experiments across 3 DBs, outperforming SOTA.
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