Domain adaptation in biomedical engineering: unsupervised, source-free, and black box approaches

• Main Author: Yuan, Liqiang
• Other Authors: Mohammed Yakoob Siyal
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; domain adaptation; EEG classification; medical image segmentation
• Online Access: https://hdl.handle.net/10356/177418
• Institution: Nanyang Technological University

The remarkable advancements in deep learning methodologies over recent years can be attributed to the availability of large, high-quality labeled datasets, intricate network structures, and the swift progression of hardware technologies. However, in the biomedical engineering, the scarcity of data o...