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

• المؤلف الرئيسي: Abhay Mallikarjun Somaradhya Aradhya
• مؤلفون آخرون: Mahardhika Pratama
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/154986
• المؤسسة: 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...