Karthik Ramamurthy
Deep Learning Applications in Neuroinformatics
Advances, Methods, and Perspectives
Paperback Engels 2026 9780443414596Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
Deep Learning Applications in Neuroinformatics: Advances, Methods, and Perspectives explores how deep learning revolutionizes neuroinformatics, covering the latest methods and applications of deep learning in analyzing neuroimaging data from EEG, MRI, PET, and more. The book addresses critical neurological disorders like Alzheimer’s disease, Mild Cognitive Impairment, Stroke, and Autism Spectrum Disorder, bridging the gap between neuroscience and artificial intelligence. It is an ideal resource for researchers, practitioners, and students with insights from leading experts.
Specificaties
Lezersrecensies
Wees de eerste die een lezersrecensie schrijft!
Inhoudsopgave
1. Introduction to Deep Learning in Neuroinformatics<br>2. Fundamentals of Deep Learning in Neuroinformatics<br>3. Data Preprocessing and Augmentation Techniques for Neuroinformatics<br>4. Deep Learning for Alzheimer’s Disease and Mild Cognitive Impairment<br>5. Deep Learning in Stroke Detection and Rehabilitation<br>6. Deep Learning for Autism Spectrum Disorder<br>7. Deep Learning in Epilepsy Detection and Management<br>8. Deep Learning Applications in Parkinson’s Disease and Movement Disorders<br>9. Deep Learning for Multiple Sclerosis<br>10. Deep Learning in Traumatic Brain Injury (TBI)<br>11. Deep Learning for Neurodevelopmental and Psychiatric Disorders<br>12. Explainable AI in Neuroinformatics<br>13. Transfer Learning and Domain Adaptation in Neuroinformatics<br>14. Integrating Multi-Modal Neuroimaging and Signal Data with Deep Learning<br>15. Conclusion and Future Perspectives
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan