Integrating Neuroimaging, Computational Neuroscience, and Artificial Intelligence

1. Auflage 2024
ISBN: 978-1-032-70189-9
Verlag: Taylor & Francis Ltd (Sales)

Buch, Englisch, 184 Seiten, Format (B × H): 178 mm x 254 mm, Gewicht: 544 g

Reihe: Neuroscience of Neurodegenerative Disease

Unveil the next frontier in neurodegenerative disorder research with Integrating Neuroimaging, Computational Neuroscience, and Artificial Intelligence. This groundbreaking book goes beyond traditional approaches, utilizing the power of interdisciplinary integration to illuminate new pathways in diagnosis and treatment. From AI-driven diagnostics to computational neuroscience models, this book showcases the forefront of innovation. Join us in exploring the future of neurodegenerative care, where collaboration and cutting-edge technology converge to redefine possibilities.

Key Features:

- Integrates diverse fields of research, from neuroimaging to computational neuroscience and Artificial Intelligence.

- Emphasizes the translation of research findings into practical applications, ultimately benefitting patients and clinical practice.

- Reviews the implementation of Artificial Intelligence and computational models in diagnostic settings.

- Elucidates the current state of translational neuroscience exploring potential areas for further research and collaboration, including personalized treatments and drug development.

- Contributions from an international team of experts from diverse disciplines.

Zielgruppe

Academic, Postgraduate, and Professional Reference

Autoren/Hrsg.

Chatterjee, Indranath

Moradikor, Nasrollah

Fachgebiete

• Interdisziplinäres Wissenschaften Wissenschaften Interdisziplinär Neurowissenschaften, Kognitionswissenschaft
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Neurologie, Klinische Neurowissenschaft
• Naturwissenschaften Chemie Chemie Allgemein Chemometrik, Chemoinformatik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Medizinische Diagnose und Diagnostik

Inhaltsverzeichnis

Chapter 1. Introduction to Translational Neuroscience of Neurodegenerative Disorders. Chapter 2. Computational Models of Neurodegenerative Diseases. Chapter 3. A Survey on Machine Learning Applications in Neuroimaging. Chapter 4. Precision Medicine in Neurodegenerative Disorders. Chapter 5. Therapeutic Strategies for Neurodegenerative Diseases. Chapter 6. AI in Drug Discovery and Repurposing for Neurodegenerative Disorders. Chapter 7. Ethical Considerations in AI Implementation for Neurodegenerative Disease Diagnosis and Treatment. Chapter 8. Neurodegenerative Disorders: Alzheimer's Disease. Chapter 9. Neurodegenerative Disorders: Frontotemporal Dementia, ALS and Huntington’s Disease.

Über Autor(innen)

Dr. Indranath Chatterjee, Ph.D., is working as an Assistant Professor in the Department of Computing and Mathematics at Manchester Metropolitan University, UK. He is also working as a Adjunct Professor at the Woxsen University, India. He also holds the position of Director (International Collaborations) of The Korea Multimedia Society (KMMS), South Korea. Before that, he worked as an Assistant Professor at Tongmyong University, South Korea for around 5 years and at JK Lakshmipat University, India for around 1 year. He also worked as Research Director at Total Soft Bank, Pvt Ltd, South Korea for a year. Dr. Chatterjee earned his Ph.D. in Computational Neuroscience from the University of Delhi, India. His research areas include Computational Neuroscience, Schizophrenia, NeuroImaging, and Machine learning. He has authored and edited 11 books on Computer Science and Neuroscience published by renowned international publishers. To date, he has published numerous research papers in international journals and conferences. To date, he has completed 7 sponsored R&D projects as Principal Investigator (PI) from government and industries. He is a recipient of various global awards in neuroscience. Throughout his career, he has presented 26 keynote/plenary talks at various international conferences and seminars worldwide. He is currently serving as a chief section editor of a few renowned international journals and serving as a member of the advisory board and editorial board for various international journals and Open-Science organizations worldwide. He is an active professional member of the FENS, Belgium; ACM, USA; KMMS, Korea; OHBM, USA; ACNM, India; ALBA Network (Belgium); SONA, South Africa, and INCF, Sweden.

Dr. Nasrollah Moradikor, Ph.D., is currently Research Director and Head of Brain Aging and Dementia at the International Center for Neuroscience Research in Georgia. Dr. Moradikor has demonstrated exceptional leadership skills in promoting applied neuroscience research and establishing fruitful collaborations among scientists worldwide. In 2021, Dr. Moradikor founded a new community platform named “Neuroscience Network” to support and develop neuroscience in the world. His ability to create a supportive and intellectually stimulating environment has been instrumental in promoting the development of aspiring neuroscientists. He has over 15 years of research and teaching experience and he has chaired many national and international events in the area of neuroscience. Dr. Moradikor has been on the scientific advisory board and evaluation committees of several institutions abroad. He has published more than 100 scientific papers, and he currently serves as an editor, editorial board member and section editor for several reputed journals in the field of neuroscience. His contributions to the scientific community are evident through his publications, as well as more than 15 years of editorial expertise. He is an active professional member of IBRO, FENS, EBBS, ISN, ESN, and MDS.