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

• Main Author: Abhay Mallikarjun Somaradhya Aradhya
• Other Authors: Mahardhika Pratama
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/154986
• Institution: 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...