Cantitate/Preț
Produs

Artificial Intelligence For Detecting Mental Disorders: Concepts and Methodologies

Editat de Abdul Mueed Hafiz, Mohammad Ahsan Chishti
en Limba Engleză Hardback – 7 ian 2027
Mental disorders can affect the ability of an individual to relate to others and function normally. While there are any different types of mental disorders, some common ones include anxiety disorders like panic, obsessive-compulsive disorder, phobias, depression, bipolar disorder, eating disorders, personality disorders, post-traumatic stress disorder, and psychotic disorders including schizophrenia. Mental disorders are common with around 970 million to over 1.1 billion people globally currently living with a mental disorder. When considering ever having a disorder in life, broad research suggests roughly, 1 in 4, to, 1 in 3, people worldwide will experience one.
In view of this silent epidemic, it is imperative to come up with state of the art techniques including Artificial Intelligence (AI) to stem it. By addressing the new frontiers of AI in medical applications, this insightful book provides knowledge and the associated wisdom to researchers. Since the subject is relatively unexplored, there is a good opportunity for researchers to form a platform to pitch their ideas for the goal of AI-based problem solving. The methodologies involved include developing robust and accurate disorder prediction technologies, and even disorder management technologies, from body-state data, and body-signal data like MRI, EEG, ECG, polygraph test data, history, prescriptions, etc.
Citește tot Restrânge

Preț: 74111 lei

Preț vechi: 86176 lei
-14% Precomandă

Puncte Express: 1112

Carte nepublicată încă

Livrare prin curier în România Precomanda se expediază când titlul devine disponibil.
Transport gratuit pentru acest produs Plată online sau ramburs, în funcție de opțiunile comenzii.
Retur gratuit în 14 zile Comandă securizată și suport în română.
Doresc să fiu notificat când acest titlu va fi disponibil:

Specificații

ISBN-13: 9781032856018
ISBN-10: 1032856017
Pagini: 246
Ilustrații: 64
Dimensiuni: 156 x 234 mm
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Academic and Postgraduate

Cuprins

Preface. 1. Artificial Intelligence in the World of Mental Health.  2. AI-Driven Insights and Implications of Cognitive Load in Mental Health. 3. AI-Powered Mental Health Digital Twins: Integrating Behavioral, Physiological, and Environmental Data for Precision Psychiatry.  4. Exploring Higher-Order Gene Interactions in Mental Health Using Hyper Network Models.  5. AI-Powered Mental Health Monitoring System Using Multimodal Data.  6. Explainable Semantic AI Framework for Multimodal Diagnosis of Psychiatric Disorders.  7. AI and PTSD: Understanding, Addressing, and Overcoming the Challenges. 8. CNN-Based Detection of Schizophrenia using EEG Data. 9. Early Detection of Brain Stroke using Deep Learning: A Review.  10. Advancing Mental Health Monitoring: Harnessing Artificial Intelligence in Wearable Devices for Predicting Anxiety and Depression.

Notă biografică

Abdul Mueed Hafiz completed his B.Tech in Electronics & Communication Engineering in 2005 from the National Institute of Technology Srinagar, India; his M. Tech in Communication & Information Technology in 2008 from the National Institute of Technology Srinagar; and his PhD in Computer Vision in 2018 from the University of Kashmir, Srinagar, India. Currently, he is Senior Assistant Professor at the Department of Electronics & Communication Engineering, Institute of Technology, University of Kashmir. He has also served twice as Head of the Department. He has publications in international journals, conferences and book chapters. He serves as a reviewer for reputed journals in IEEE, Springer, Elsevier, etc. He is also a member of the ACM Society. His research interests include Neural networks, Learning systems, Computer vision and Quantum machine learning.                                                                           
Mohammad Ahsan Chishti has done his Ph.D. from National Institute of Technology Srinagar. He has completed Bachelor of Engineering and M.S. in Computer and Information Engineering from International Islamic University Malaysia. Presently he is working as Associate Professor in the Department Computer Science & Engineering and Associate Dean (Research & Consultancy) at National Institute of Technology Srinagar. He has more than 160 research publications to his credit and 17 patents. He has successfully completed a number of sponsored research projects. He has been awarded “IEI Young Engineers Award 2015-2016” by the Institution of Engineers (India) and “Young Scientist Award 2009-2010” from Department of Science & Technology, Government of Jammu and Kashmir. He has guided 10 research scholars for the award of Ph.D. in Engineering and his research area includes Artificial Intelligence, Machine Learning, Internet of Things and Digital Twins.
 

Descriere

'Artificial Intelligence (AI) in Mental Disorders' is a recent phenomenon in medical applications of AI. In order to keep pace in this recent field, this book offers a collection of state of the art research articles in the area. The topics range from MRI-based Schizophrenic diagnosis to AI-Powered mental health digital twins.