Teil der Reihe: Medicine (R0)

AI for the Healthy Brain and Neurological Disorders

Name: AI for the Healthy Brain and Neurological Disorders
Brand: Thorsten Rudroff
SKU: 9783032115966
Price: 139.09 EUR
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Neuroscience Innovation in an Anti-Science Era

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Inhaltsangabe

Part I. Foundations and Applications.- 1. Foundations of AI in Modern Neuroscience.- 2. Multimodal Analysis and Neurological Disorders.- 3. Biomimetic AI and the Brain.- 4. AI in Clinical Neuroscience Practice.- Part II. Ethical Dimensions and Challenges.- 5. Decoding Thoughts, Encoding Ethics.- 6. Consent and Autonomy in the Age of Predictive Neuroscience.- 7. Bias and Justice in Neurological AI.- 8. Replacing Animal Models with AI.- Part III. AI in the Anti-Science Era.- 9. The Global Anti-Science Movement and Neuroscience.- 10. Market Forces and Scientific Integrity.- 11. Academic Freedom in AI Neuroscience Research.- 12. The Politics of Brain Science.- Part IV. Solutions and Resistance Models.- 13. AI as a Tool Against Misinformation.- 14. Institutional Models for Scientific Integrity in Neuroscience Research.- 15. Global Collaboration in an Age of Nationalism.- 16. Engaging the Public.- Part V. The Future Landscape.- 17. The Long View for Brain Health Research.- 18. A Framework for Responsible Innovation.- 19. Scientists as Advocates.- 20. Epilogue: Charting the Path Forward.

Produktdetails

Erscheinungsdatum: 15.11.2025
Autor/Autorin: Thorsten Rudroff
Reihe: Medicine (R0)
Format: E-Book
Dateiformat: PDF
Kopierschutz: Wasserzeichen
Dateigröße: 21.4 MB
Verlag: SPRINGER
Sprache: Englisch
Umfang: 441 Seiten
ISBN: 9783032115966
Lieferung: Sofort per Download
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Darum lohnt sich dieses Buch

This book comprehensively integrates either technical applications or ethics or social issues in one volume Combines cutting-edge research with real clinical applications, particularly for emerging conditions like long Covid Applies PET/MRI expertise to neurological disorders and Long COVID neuroimaging in real-world settings

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AI for the Healthy Brain and Neurological Disorders

€139,09

Autor/Autorin

Thorsten Rudroff

Dr. Thorsten Rudroff is a Professor (Docent) in Experimental Neuroimaging at the Turku PET Centre, University of Turku and Turku University Hospital, Finland. He previously held positions as Associate Professor at the University of Iowa and Assistant Professor at Colorado State University, USA. With over 20 years of experience in neurophysiology research, he has made significant contributions to understanding fatigue and cognitive dysfunction in neurological disorders, particularly in Multiple Sclerosis and Long COVID. His scientific work includes over 85 publications in prestigious journals. Dr. Rudroff received his Ph.D. in Neurophysiology from the University of Constance, Germany, and completed his postdoctoral training at the University of Colorado, Boulder. He is particularly passionate about leveraging artificial intelligence to advance medical research and improve patient outcomes. Dr. Rudroff serves on multiple editorial boards and has received several significant research grants from the National Institutes of Health. His current research focuses on the intersection of neuroimaging, artificial intelligence, and Long COVID, with particular emphasis on developing innovative approaches to understand and treat fatigue symptoms. Furthermore, his focus is on developing AI-driven approaches for early detection of Alzheimer's Disease through neuroimaging biomarkers.

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Long COVID Fatigue

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1. A Mysterious Malaise.- 2. Understanding Fatigue.- 3. Factors contributing to Long COVID Fatigue.- 4. Sex-Based Differences.- 5. Age-Related Considerations.- 6. Children and Long COVID Fatigue.- 7. The Science of Long COVID Fatigue.- 8. Cellular and Neurological Mechanisms in Long COVID Fatigue.- 9. Integration and Clinical Applications.- 10. Neuroimaging as a Window into Long COVID Fatigue.- 11. Neuroimaging Biomarkers in Long COVID Fatigue: Advanced Techniques and Clinical Applications.- 12. Risk Factors and Predictors of Long COVID Fatigue.- 13. Vaccination Status and Long COVID Fatigue.- 14. Diagnosis of Long COVID Fatigue.- 15. Core Treatment Approaches for Long COVID Fatigue.- 16. Pharmacological and Non-Pharmacological Interventions.- 17. Revealing the Complexity of Long COVID Fatigue: Challenges and Promises of Artificial Intelligence.- 18. Final Remarks: Long COVID Fatigue in Brain Health Research: A Call to Action.

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