Chapter 1 Flow-Based Visual Quality Enhancer for Super-Resolution Magnetic Resonance Spectroscopic Imaging

Chapter 2 Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly Detection

Chapter 3 Interpreting Latent Spaces of Generative Models for Medical Images Using Unsupervised Methods

Chapter 4 What is Healthy? Generative Counterfactual Diffusion for Lesion Localization

Chapter 5 Learning Generative Factors of EEG Data with Variational Auto-Encoders

Chapter 6 An Image Feature Mapping Model for Continuous Longitudinal Data Completion and Generation of Synthetic Patient Trajectories

Chapter 7 Novel View Synthesis for Surgical Recording

Chapter 8 Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans

Chapter 9 Image Translation Based Nuclei Segmentation for Immunohistochemistry Images

Chapter 10 3D (c)GAN for Whole Body MR Synthesis

Chapter 12 Brain Imaging Generation with Latent Diffusion Models