The Application of Artificial Intelligence in Diagnosis and Intervention of Alzheimer’s Disease

The Application of Artificial Intelligence in Diagnosis and Intervention of Alzheimer’s Disease
Title The Application of Artificial Intelligence in Diagnosis and Intervention of Alzheimer’s Disease PDF eBook
Author Peng Xu
Publisher Frontiers Media SA
Pages 162
Release 2022-11-15
Genre Science
ISBN 2832505759

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Artificial Intelligence and Alzheimer's Disease

Artificial Intelligence and Alzheimer's Disease
Title Artificial Intelligence and Alzheimer's Disease PDF eBook
Author KHRITISH SWARGIARY
Publisher ERA, US
Pages 158
Release 2024-08-01
Genre Education
ISBN

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In the field of medical research and technological innovation, few challenges are as profound and pressing as the quest to understand and combat Alzheimer’s Disease. This neurodegenerative disorder, characterized by progressive memory loss and cognitive decline, affects millions of individuals worldwide and poses significant challenges for patients, families, and healthcare systems alike. The search for effective diagnostic tools, prognostic indicators, and therapeutic interventions remains a critical area of scientific inquiry. The emergence of Artificial Intelligence (AI) has heralded a new era of possibilities in healthcare, offering transformative potential for the study and treatment of Alzheimer’s Disease. By leveraging advanced computational techniques, machine learning algorithms, and data analytics, AI holds the promise of revolutionizing our approach to understanding the complexities of this disease. From early diagnosis to personalized treatment and patient monitoring, AI's applications in Alzheimer’s research and care are rapidly expanding, presenting both opportunities and challenges that warrant thorough exploration. This book aims to provide a comprehensive overview of the intersection between AI and Alzheimer’s Disease. It is designed to serve as a valuable resource for researchers, clinicians, policymakers, and students who are engaged in the fields of neurology, artificial intelligence, and healthcare technology. Through a detailed examination of current advancements, practical applications, and future directions, this work seeks to illuminate the transformative impact of AI on Alzheimer’s research and patient care.

AI-Driven Alzheimer's Disease Detection and Prediction

AI-Driven Alzheimer's Disease Detection and Prediction
Title AI-Driven Alzheimer's Disease Detection and Prediction PDF eBook
Author Lilhore, Umesh Kumar
Publisher IGI Global
Pages 477
Release 2024-08-09
Genre Medical
ISBN

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Alzheimer's disease (AD) poses a significant global health challenge, with an estimated 50 million people affected worldwide and no known cure. Traditional methods of diagnosis and prediction often rely on subjective assessments. They are limited in detecting the disease early, leading to delayed intervention and poorer patient outcomes. Additionally, the complexity of AD, with its multifactorial etiology and diverse clinical manifestations, requires a multidisciplinary approach for effective management. AI-Driven Alzheimer's Disease Detection and Prediction offers a groundbreaking solution by leveraging advanced artificial intelligence (AI) techniques to enhance early diagnosis and prediction of AD. This edited book provides a comprehensive overview of state-of-the-art research, methodologies, and applications at the intersection of AI and AD detection. By bridging the gap between traditional diagnostic methods and cutting-edge technology, this book facilitates knowledge exchange, fosters interdisciplinary collaboration, and contributes to innovative solutions for AD management.

Applications of Artificial Intelligence in Medical Imaging

Applications of Artificial Intelligence in Medical Imaging
Title Applications of Artificial Intelligence in Medical Imaging PDF eBook
Author Abdulhamit Subasi
Publisher Academic Press
Pages 381
Release 2022-11-10
Genre Science
ISBN 0443184518

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Applications of Artificial Intelligence in Medical Imaging provides the description of various biomedical image analysis in disease detection using AI that can be used to incorporate knowledge obtained from different medical imaging devices such as CT, X-ray, PET and ultrasound. The book discusses the use of AI for detection of several cancer types, including brain tumor, breast, pancreatic, rectal, lung colon, and skin. In addition, it explains how AI and deep learning techniques can be used to diagnose Alzheimer's, Parkinson's, COVID-19 and mental conditions. This is a valuable resource for clinicians, researchers and healthcare professionals who are interested in learning more about AI and its impact in medical/biomedical image analysis. Discusses new deep learning algorithms for image analysis and how they are used for medical images Provides several examples for each imaging technique, along with their application areas so that readers can rely on them as a clinical decision support system Describes how new AI tools may contribute significantly to the successful enhancement of a single patient's clinical knowledge to improve treatment outcomes

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare
Title Artificial Intelligence in Healthcare PDF eBook
Author Adam Bohr
Publisher Academic Press
Pages 385
Release 2020-06-21
Genre Computers
ISBN 0128184396

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Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data

Bio-Inspired Algorithms and Devices for Treatment of Cognitive Diseases Using Future Technologies

Bio-Inspired Algorithms and Devices for Treatment of Cognitive Diseases Using Future Technologies
Title Bio-Inspired Algorithms and Devices for Treatment of Cognitive Diseases Using Future Technologies PDF eBook
Author Gupta, Shweta
Publisher IGI Global
Pages 309
Release 2022-02-11
Genre Technology & Engineering
ISBN 179989536X

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As there are no proper medical tests available to predict certain diseases such as Alzheimer’s and Parkinson’s at an early stage, there is a need to further study and consider the potential uses of bio- and nature-inspired algorithms and future technologies such as machine learning in correlation to disease detection and treatment. Bio-Inspired Algorithms and Devices for Treatment of Cognitive Diseases Using Future Technologies considers new tools for early detection of cognitive brain diseases using devices and algorithms whose basic concept is taken from nature and discusses design, analysis, and application of various bionics or bio-inspired algorithms. Covering topics such as depression and cognitive science, this publication is an ideal resource for researchers, academicians, industry professionals, psychologists, psychiatrists, nurses, engineers, instructors, and students.

AI and Neuro-Degenerative Diseases

AI and Neuro-Degenerative Diseases
Title AI and Neuro-Degenerative Diseases PDF eBook
Author Loveleen Gaur
Publisher Springer Nature
Pages 184
Release
Genre
ISBN 3031531485

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