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.

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.

At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.

Perlego offers two plans: Essential and Complete

Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.

Both plans are available with monthly, semester, or annual billing cycles.

We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.

Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.

Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.

Yes, you can access Generative AI in Neurodegenerative Disorders by Anindya Nag,Md. Mehedi Hassan,Asif Karim,Kishor Kumar Reddy C in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Biomedical Science. We have over one million books available in our catalogue for you to explore.

Information

Publisher

Year

eBook ISBN

Topic

Subtopic

Index

Cover Page
Half Title Page
Series Page
Title Page
Copyright Page
Contents
Preface
List of Figures
List of Tables
List of Contributors
List of Abbreviations
1 Generative AI: A New Frontier in Understanding and Treating Neurodegenerative Diseases
2 Generative AI-enhanced Diagnostic Systems: Revolutionizing Early Disease Detection through Advanced Predictive Analytics
3 Obstacles and Opportunities: Generative AI in the Context of Neurodegenerative Disorders
4 Generative AI in the Evolution of Gene Therapy: A Paradigm Shift in Genetic Engineering
5 A Generative Predictive Model for Medical Data via PCA and Iterative K-means Fusion
6 Exploring the Promises and Perils of Implementing Generative AI into Mental Healthcare and Emotional Well-being Support of General Public: A Comprehensive Overview
7 Navigating Autism Spectrum Disorder: A Fusion of Deep Learning and Explainable AI for Enhanced Detection and Classification
8 Generative AI-augmented Mental Health Support: The Impact of Generative Models on Therapeutic Practice
9 AI and Neurodegenerative Disorders: From Early Diagnosis to Advanced Care
10 Prediction of Alzheimer's and Parkinson's Diseases: AI Perspectives
11 Advanced Fingerprint Authentication System and Neurodegenerative Disorder Multi-modal Pattern Recognition Techniques Using Deep Learning
12 A Convolutional Neural Network Based Biomarkers for Alzheimer’s Diagnosis and Prognosis
13 Generative AI Novel Drug Discovery Avenues
14 AI-driven Innovations: Revolutionizing the Management of Neurodegenerative Disorders
15 Generative AI for Enhancing Cognitive Rehabilitation in Patients with Neurodegenerative Disorders
Index
About the Editors

About this book

Frequently asked questions

Information

Table of contents