Computational intelligence algorithms for the diagnosis of neurological disorders /
This book delves into the transformative potential of artificial intelligence (AI) and machine learning (ML) as game-changers in diagnosing and managing neurodisorder conditions. It covers a wide array of methodologies, algorithms, and applications in depth.Computational Intelligence Algorithms for...
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| Other Authors: | , , |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton FL :
CRC Press,
2026.
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| Edition: | First edition. |
| Series: | Edge AI in future computing.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | This book delves into the transformative potential of artificial intelligence (AI) and machine learning (ML) as game-changers in diagnosing and managing neurodisorder conditions. It covers a wide array of methodologies, algorithms, and applications in depth.Computational Intelligence Algorithms for the Diagnosis of Neurological Disorders equips readers with a comprehensive understanding of how computational intelligence empowers healthcare professionals in the fight against neurodisorders. Through practical examples and clear explanations, it explores the diverse applications of these technologies, showcasing their ability to analyze complex medical data, identify subtle patterns, and contribute to the development of more accurate and efficient diagnostic tools. The authors delve into the exciting possibilities of AI-powered algorithms, exploring their ability to analyze various data sources like neuroimaging scans, genetic information, and cognitive assessments. They also examine the realm of ML for pattern recognition, enabling the identification of early disease markers and facilitating timely intervention. Finally, the authors also address the critical challenges of data privacy and security, emphasizing the need for robust ethical frameworks to safeguard sensitive patient information.This book aims to spark a conversation and foster collaboration among researchers, clinicians, and technologists, and will assist radiologists and neurologists in making precise diagnoses with enhanced accuracy. |
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| Item Description: | "CRC Press" |
| Physical Description: | 1 online resource : illustrations. |
| Audience: | Postgraduate, Professional Reference, and Professional Training |
| ISBN: | 9781003520344 1003520340 9781040394250 1040394256 9781040394175 1040394175 |