Chapter 1 Computer Aided Identification of Motion Disturbances Related to Parkinson’s Disease

Chapter 2 Prediction of Severity and Treatment Outcome for ASD from fMRI

Chapter 3 Enhancement of Perivascular Spaces Using a Very Deep 3D Dense Network

Chapter 4 Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer’s Disease

Chapter 5 Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study

Chapter 6 Predictive Patient Care: Survival Model to Prevent Medication Non-adherence

Chapter 7 Joint Robust Imputation and Classification for Early Dementia Detection Using Incomplete Multi-modality Data

Chapter 8 Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer’s Disease

Chapter 9 Predicting Nucleus Basalis of Meynert Volume from Compartmental Brain Segmentations

Chapter 10 Multi-modal Neuroimaging Data Fusion via Latent Space Learning for Alzheimer’s Disease Diagnosis

Chapter 11 Transfer Learning for Task Adaptation of Brain Lesion Assessment and Prediction of Brain Abnormalities Progression/Regression Using Irregularity Age Map in Brain MRI

Chapter 12 Multi-view Brain Network Prediction from a Source View Using Sample Selection via CCA-Based Multi-kernel Connectomic Manifold Learning

Chapter 13 Predicting Emotional Intelligence Scores from Multi-session Functional Brain Connectomes

Chapter 14 Predictive Modeling of Longitudinal Data for Alzheimer’s Disease Diagnosis Using RNNs

Chapter 15 Towards Continuous Health Diagnosis from Faces with Deep Learning

Chapter 16 XmoNet: A Fully Convolutional Network for Cross-Modality MR Image Inference

Chapter 17 3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer’s Disease Diagnosis

Chapter 18 Generative Adversarial Training for MRA Image Synthesis Using Multi-contrast MRI

Chapter 19 Diffusion MRI Spatial Super-Resolution Using Generative Adversarial Networks

Chapter 20 Prediction to Atrial Fibrillation Using Deep Convolutional Neural Networks