Machine Learning for Neurodegenerative Disorders : Advancements and Applications (Hardcover)

1. Introduction to Brain Diseases. 2. Introduction to Machine Learning for Neurodegenerative Disorders. 3. Multi-modal Neuroimaging Techniques and Fusion in Neurodegenerative Disorders. 4. Data Collection and Pre-processing for Neurodegenerative Disorders. 5. Machine Learning Fundamentals for Analysis of Neurodegenerative Disorders. 6. Deep Learning in Neurodegenerative Disorder. 7. Harnessing the Power of Neuroinformatics and Big Data Analysis against Neurodegenerative Disorders. 8. Machine Learning Applications in Neurodegenerative Diseases. 9. Machine Learning in Stroke Analysis and Rehabilitation. 10. Biomarker Identification in Neurodegenerative Disorders through Machine Learning. 11. Future Directions and Challenges in Machine Learning Approaches for Analysis of Neurodegenerative Disorders