Applications of Self-Supervised Learning to Biomedical Signals: A Survey

Over the last decade, deep learning applications in biomedical research have exploded, demonstrating their ability to often outperform previous machine learning approaches in various tasks. However, training deep learning models for biomedical applications requires large amounts of data annotated by...

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Bibliographic Details
Main Authors: Federico Del Pup, Manfredo Atzori
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10365170/