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

• المؤلف الرئيسي: Yuan, Liqiang
• مؤلفون آخرون: Mohammed Yakoob Siyal
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; domain adaptation; EEG classification; medical image segmentation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177418
• المؤسسة: 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...