Handbook of Decision Support Systems for Neurological Disorders - Softcover

Softcover

ISBN 10: 0128222719 ISBN 13: 9780128222713

Verlag: Academic Press, 2021

Inhaltsangabe

Handbook of Decision Support Systems for Neurological Disorders provides readers with complete coverage of advanced computer-aided diagnosis systems for neurological disorders. While computer-aided decision support systems for different medical imaging modalities are available, this is the first book to solely concentrate on decision support systems for neurological disorders. Due to the increase in the prevalence of diseases such as Alzheimer, Parkinson's and Dementia, this book will have significant importance in the medical field. Topics discussed include recent computational approaches, different types of neurological disorders, deep convolution neural networks, generative adversarial networks, auto encoders, recurrent neural networks, and modified/hybrid artificial neural networks.

• Includes applications of computer intelligence and decision support systems for the diagnosis and analysis of a variety of neurological disorders
• Presents in-depth, technical coverage of computer-aided systems for tumor image classification, Alzheimer's disease detection, dementia detection using deep belief neural networks, and morphological approaches for stroke detection
• Covers disease diagnosis for cerebral palsy using auto-encoder approaches, contrast enhancement for performance enhanced diagnosis systems, autism detection using fuzzy logic systems, and autism detection using generative adversarial networks
• Written by engineers to help engineers, computer scientists, researchers and clinicians understand the technology and applications of decision support systems for neurological disorders

Über diesen Titel

Über die Autorin bzw. den Autor

Dr. D. Jude Hemanth is currently working as a professor in Department of ECE, Karunya University, Coimbatore, India. He also holds the position of “Visiting Professor” in Faculty of Electrical Engineering and Information Technology, University of Oradea, Romania. He also serves as the “Research Scientist” of Computational Intelligence and Information Systems (CI2S) Lab, Argentina; LAPISCO research lab, Brazil; RIADI Lab, Tunisia; Research Centre for Applied Intelligence, University of Craiova, Romania and e-health and telemedicine group, University of Valladolid, Spain.
Dr. Hemanth received his B.E degree in ECE from Bharathiar University in 2002, M.E degree in communication systems from Anna University in 2006 and Ph.D. from Karunya University in 2013. He has published 37 edited books with reputed publishers such as Elsevier, Springer and IET. His research areas include Computational Intelligence and Image processing. He has authored more than 200 research papers in reputed SCIE indexed International Journals and Scopus indexed International Conferences.

Von der hinteren Coverseite

Handbook of Decision Support Systems for Neurological Disorders provides readers with complete coverage of advanced computer aided diagnosis systems for neurological disorders. Computer-aided decision support systems for different medical imaging modalities are available. This is the first book concentrating only on the decision support systems for neurological disorders. Due to the increase in the prevalence of diseases such as Alzheimer, Parkinson’s, Dementia, this book will have significant importance in the medical field. Medical practitioners are finding it difficult to accurately assess/diagnose the neural problems of human beings, and need the support of engineering approaches for solving this problem. The topics of this book include two parts: (a) various recent computational approaches and (b) different types of neurological disorders. The computational approaches cover topics such as deep convolution neural networks, Generative Adversarial Networks, Auto encoders, Recurrent neural networks, and modified/hybrid artificial neural networks. The neurological disorders include Alzheimers, Parkinson’s Disease, dementia, brain tumors, cerebral palsy, degenerative neural disorders, and more.

Details zur Ausgabe

• Verlag: Academic Press
• Erscheinungsdatum: 2021
• ISBN 10: 0128222719
• ISBN 13: 9780128222713
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 322
• Herausgeber: Jude Hemanth D.
• Kontakt zum Hersteller: Nicht verfügbar