| 书目名称 | Data Analysis for Neurodegenerative Disorders |
| 编辑 | Deepika Koundal,Deepak Kumar Jain,Atef Zaguia |
| 视频video | |
| 概述 | Offers an in-depth review of existing approaches used in the diagnosis of neurodegenerative diseases.Presents key concepts for using AI in the diagnosis of neurological disorders with machine learning |
| 丛书名称 | Cognitive Technologies |
| 图书封面 |  |
| 描述 | .This book explores the challenges involved in handling medical big data in the diagnosis of neurological disorders. It discusses how to optimally reduce the number of neuropsychological tests during the classification of these disorders by using feature selection methods based on the diagnostic information of enrolled subjects. The book includes key definitions/models and covers their applications in different types of signal/image processing for neurological disorder data. An extensive discussion on the possibility of enhancing the abilities of AI systems using the different data analysis is included. The book recollects several applicable basic preliminaries of the different AI networks and models, while also highlighting basic processes in image processing for various neurological disorders. It also reports on several applications to image processing and explores numerous topics concerning the role of big data analysis in addressing signal and image processing in various real-world scenarios involving neurological disorders..This cutting-edge book highlights the analysis of medical data, together with novel procedures and challenges for handling neurological signals and images. |
| 出版日期 | Book 2023 |
| 关键词 | Medical Data Analysis; Disease Diagnosis; Computational methods; Artificial Intelligence; Neurodegenerat |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-981-99-2154-6 |
| isbn_softcover | 978-981-99-2156-0 |
| isbn_ebook | 978-981-99-2154-6Series ISSN 1611-2482 Series E-ISSN 2197-6635 |
| issn_series | 1611-2482 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
发表于 2025-3-21 20:01:32
