Advances in Deep Generative Models for Healthcare and Medical Applications (Hardcover, 1)

Preface. Introduction To Deep Generative Models. A Deep Dive into Generative Model Types beyond Imagination. A New Wave of Generative Flow Networks in Streaming Healthcare with Artificial Intelligence. Diffusion Models for Medical Applications. Modeling Disease Progression with Generative Time Series Models: A New Approach to Complex Disease Trajectories. Advancing Synthetic EEG Signal Generation for Biomedical Research: A Diffusion Model Approach. Leveraging Semi-Supervised Diffusion Models for Accurate Brain Age Prediction. The Precision Edge of Deep Generative Models for Enhanced Differential Diagnosis. AI-Driven Implantable Medical Devices Using Deep Generative Models. Deep Generative AI-Based Multimodal Biometric Authentication System for enhanced Security and Accessibility in Healthcare Applications. Deep Generative Models for Alzheimer’s Disease Diagnosis. Regulating Deep Generative Models: Ethical and Legal Considerations for Healthcare AI. Research Challenges in Deep Generative Models for Healthcare and Medical Applications.