Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities

Chapter 1 Graph Saliency Maps Through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity

Chapter 2 A Graph Representation and Similarity Measure for Brain Networks with Nodal Features

Chapter 3 Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion

Chapter 5 Modeling Brain Networks with Artificial Neural Networks

Chapter 6 A Bayesian Disease Progression Model for Clinical Trajectories

Chapter 7 Multi-modal Brain Connectivity Study Using Deep Collaborative Learning

Chapter 8 Towards Subject and Diagnostic Identifiability in the Alzheimer’s Disease Spectrum Based on Functional Connectomes

Chapter 9 Predicting Conversion of Mild Cognitive Impairments to Alzheimer’s Disease and Exploring Impact of Neuroimaging

Chapter 10 Cross-diagnostic Prediction of Dimensional Psychiatric Phenotypes in Anorexia Nervosa and Body Dysmorphic Disorder Using Multimodal Neuroimaging and Psychometric Data