書目名稱 | Data-Driven Approach for Bio-medical and Healthcare |
編輯 | Nilanjan Dey |
視頻video | http://file.papertrans.cn/264/263287/263287.mp4 |
概述 | Presents current research advances in ML, AI, and data analytics for biomedical and healthcare applications.Deals with key challenges associated with biomedical data analysis.Serves as a reference for |
叢書名稱 | Data-Intensive Research |
圖書封面 |  |
描述 | The book presents current research?advances, both academic and industrial, in machine learning, artificial intelligence, and data analytics for biomedical and healthcare applications. The book deals with key challenges associated with biomedical data analysis including higher dimensions, class imbalances, smaller database sizes, etc. It also highlights development of novel pattern recognition and machine learning methods specific to medical and genomic data, which is extremely necessary but highly challenging. The book will be useful for healthcare professionals who have access to interesting data sources but lack the expertise to use data mining effectively.. |
出版日期 | Book 2023 |
關(guān)鍵詞 | Data-driven Healthcare; Medical Imaging; Internet of Medical Things; Predictive Model; Machine Learning; |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-19-5184-8 |
isbn_softcover | 978-981-19-5186-2 |
isbn_ebook | 978-981-19-5184-8Series ISSN 2731-555X Series E-ISSN 2731-5568 |
issn_series | 2731-555X |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |