2 papers
eess.SP2025
Approaching Low-Cost Cardiac Intelligence with Semi-Supervised Knowledge Distillation
Rushuang Zhou, Yuan-Ting Zhang, M. Jamal Deen +1
Deploying advanced cardiac artificial intelligence for daily cardiac monitoring is hindered by its reliance on extensive medical data and high computational resources. Low-cost car…
cs.LG2024
CE-SSL: Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection
Rushuang Zhou, Lei Clifton, Zijun Liu +4
The label scarcity problem is the main challenge that hinders the wide application of deep learning systems in automatic cardiovascular diseases (CVDs) detection using electrocardi…