Connectomic Medicine: Guide to Brain AI in Treatment Decision Planning
Autor Michael E. Sughrue, Jacky T. Yeung, Nicholas B. Dadarioen Limba Engleză Paperback – 4 dec 2023
- Empowers readers to utilize clinically applicable AI platforms to enhance current neurological and psychiatric practices
- Provides understanding on how brain connectomics pertain to patients with brain-related ailments
- Serves as a guide towards maximally using existing connectomics software
- Details relevant clinical and radiological background
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Specificații
ISBN-13: 9780443190896
ISBN-10: 0443190895
Pagini: 306
Dimensiuni: 191 x 235 x 20 mm
Greutate: 0.38 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0443190895
Pagini: 306
Dimensiuni: 191 x 235 x 20 mm
Greutate: 0.38 kg
Editura: ELSEVIER SCIENCE
Cuprins
Part 1: Foundations1. What is connectomic medicine and why should you upskill?2. Basic Concepts in Connectomic neuroimaging and modelling approaches3. Human brain network anatomy and function4. The Transdiagnostic model of Neuropsychological dysfunction5. Thinking about Neurocognitive functions as emergent phenomena6. Brain stimulation techniques and targeting principles7. Industrial grade Machine learning techniques for brain data analysis8. Novel ways to think about brain data
Part 2: Applications9. How to organize a Connectomics driven neuroscience clinic10. How to pick targets and brain stimulation approaches11. Connectomic approaches to neurosurgical planning12. Connectomic strategies for post-neurosurgical applications13. Connectomic strategies for stroke patients14. Connectomic strategies for depression and anxiety 15. Connectomic strategies for behavioral/psychiatric disorders 16. Connectomic strategies for movement disorders patients17. Connectomic strategies for dementia
Part 2: Applications9. How to organize a Connectomics driven neuroscience clinic10. How to pick targets and brain stimulation approaches11. Connectomic approaches to neurosurgical planning12. Connectomic strategies for post-neurosurgical applications13. Connectomic strategies for stroke patients14. Connectomic strategies for depression and anxiety 15. Connectomic strategies for behavioral/psychiatric disorders 16. Connectomic strategies for movement disorders patients17. Connectomic strategies for dementia