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Deep Learning Assessment of Neurological Imaging

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Paperback, blz. | Engels
Elsevier Science | e druk, 2026
ISBN13: 9780443302916
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Elsevier Science e druk, 2026 9780443302916
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Samenvatting

Deep Learning Assessment of Neurological Imaging provides an introduction to deep learning structures and pre-processing methods for detecting MRI anomalies. The book also provides a comprehensive accounting of deep learning research on MRI images for Alzheimer's disease, Parkinson's disease, and schizophrenia, and includes a discussion on current research issues and future objectives. This book is a valuable resource to guide new entrants in the field, helping them make a meaningful impact in their development efforts. The book concludes with a brief overview of problems and potential future advancements in the field.

Specificaties

ISBN13:9780443302916
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. Graph convolutional networks for diagnosis of Alzheimer&rsquo;s disease: A review<br>2. Introduction to Deep Learning Algorithms<br>3. Application of Deep Learning for Brain Tumors.<br>4. Application of Deep Learning for Parkinson&rsquo;s Disease.<br>5. Predicting Biological Age of the Brain using Magnetic Resonance Imaging and Deep Learning Methods<br>6. Artificial Intelligence in Schizophrenia Detection: A Comparative Review of Machine Learning and Deep Learning Approaches<br>7. Ensemble of deep learning Algorithms for neurological disorders<br>8. A Framework for Characterizing Brain Iron Concentration in Neurodegenerative disease using Quantitative Susceptibility Mapping<br>9. Application of Deep Learning for Brain Stroke Diagnosis<br>10. Advanced Entropy Feature Engineering Using EMD and VMD for Schizophrenia Classification<br>11. Issues and Challenges of Neurological Disorders Diagnosis Research<br>12. Opportunities and Future Directions of Neurological Disorders Diagnosis Research<br>13. Neurology beyond Deep Learning

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        Deep Learning Assessment of Neurological Imaging