Applications of self-supervised learning to biomedical signals: A survey

F Del Pup, M Atzori - IEEE Access, 2023 - ieeexplore.ieee.org
Over the last decade, deep learning applications in biomedical research have exploded,
demonstrating their ability to often outperform previous machine learning approaches in …

心电领域中的自监督学**方法综述.

**涵, 黄训华, 常慧慧, 樊好义… - Journal of Frontiers of …, 2024 - search.ebscohost.com
深度学**因其**大的数据表征能力已被广泛应用于心电(ECG) 信号分析领域,
但有监督方法的训练过程需要大量标签, 而心电数据标注通常是耗时且成本高昂的 …

[PDF][PDF] Applications of Self-Supervised Learning to Biomedical Signals: where are we now

AM Del Pup Federico - techrxiv.figshare.com
Over the last decade, deep learning applications in biomedical research have exploded,
demonstrating the ability to often outperform previous machine learning approaches in …