Generative AI in Neurodegenerative Disorders

This book delves into the transformative power of AI in the realm of neurodegenerative diseases,

covering topics such as ALS, Huntington’s, Parkinson’s, and Alzheimer’s. Generative AI

provides new opportunities for early diagnosis, precise therapy, and individualized rehabilitation,

which are crucial as these conditions remain major obstacles for healthcare providers

and researchers.

Researchers, physicians, AI developers, and healthcare professionals will find this book

an invaluable resource for understanding how AI is influencing the development of treatments

for neurodegenerative diseases. It describes important obstacles and future directions while

providing insights into the newest breakthroughs, thus bridging the gap between technology

and practical clinical applications. Anyone involved in neurodegenerative healthcare, from

scientists conducting AI-driven medical research to physicians seeking to incorporate AI into

patient care or AI professionals investigating new healthcare applications, will find the information

and insights they need in this comprehensive book.

Predictive analytics, biomarker identification, and drug discovery are being transformed

by AI-driven models, such as deep neural networks, generative adversarial networks (GANs),

and variational autoencoders (VAEs). This book offers a comprehensive examination of these

developments. Robots, wearable sensors, and cognitive therapy platforms are some of the

AI-enhanced rehabilitation tools covered, as are AI-integrated cutting-edge technologies like

fMRI and MRI, gene-editing methods like CRISPR, and more.

In addition to discussing recent technical developments, this book takes a close look at

the data privacy, ethics, and regulatory issues that arise when using AI to study neurodegenerative

disorders. Issues like algorithmic bias, model explainability, and fair AI-driven healthcare

are thoroughly investigated in light of the growing usage of AI models in clinical decision-making,

mental health applications, and cognitive rehabilitation.