Cauchy Convolutional Sparse Coding and the Detection of Alzheimer's Disease in MRI

• Main Author: Mayo Diaz de Leon, Perla Jazmin
• Format: Dissertation
• Language: English
• Published: ProQuest Dissertations & Theses 01.01.2021
• Subjects: Alzheimers disease; Artificial intelligence; Magnetic resonance imaging; Medical imaging; Medicine; Neural networks; Neurosciences; Sparsity

Image processing and analysis techniques have become more prevalent within the medical field as they aid in the detection, diagnosis and prognosis of conditions that threaten people's lives. Some conditions, however, present additional challenges to medical experts, requiring a further and more...