Deep neural networks for spatio-temporal analysis of rs-fMRI in ADHD

• 主要作者: Abhay Mallikarjun Somaradhya Aradhya
• 其他作者: Mahardhika Pratama
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/154986
• 機構: Nanyang Technological University

Deep learning algorithms have been successful in tackling a wide range of problems in different fields, but lack of interpretability and their reliance on large data limits their performance on brain imaging applications. Tailored deep learning solutions need to be developed for the analysis of bo...