| 书目名称 | Health Informatics: A Computational Perspective in Healthcare | | 编辑 | Ripon Patgiri,Anupam Biswas,Pinki Roy | | 视频video | | | 概述 | Discusses computing techniques of health informatics.Features new research findings, surveys, and case studies which benefit the readers.Provides rich insight into healthcare system | | 丛书名称 | Studies in Computational Intelligence | | 图书封面 |  | | 描述 | .This book presents innovative research works to demonstrate the potential and the advancements of computing approaches to utilize healthcare centric and medical datasets in solving complex healthcare problems. Computing technique is one of the key technologies that are being currently used to perform medical diagnostics in the healthcare domain, thanks to the abundance of medical data being generated and collected. Nowadays, medical data is available in many different forms like MRI images, CT scan images, EHR data, test reports, histopathological data and doctor patient conversation data. This opens up huge opportunities for the application of computing techniques, to derive data-driven models that can be of very high utility, in terms of providing effective treatment to patients. Moreover, machine learning algorithms can uncover hidden patterns and relationships present in medical datasets, which are too complex to uncover, if a data-driven approach is not taken. With the help ofcomputing systems, today, it is possible for researchers to predict an accurate medical diagnosis for new patients, using models built from previous patient data. Apart from automatic diagnostic tasks, c | | 出版日期 | Book 2021 | | 关键词 | Health Informatics; Healthcare; Biomedical; Big Data; Cloud Computing; Internet of Things; Medical Images; | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-15-9735-0 | | isbn_softcover | 978-981-15-9737-4 | | isbn_ebook | 978-981-15-9735-0Series ISSN 1860-949X Series E-ISSN 1860-9503 | | issn_series | 1860-949X | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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发表于 2025-3-21 19:36:54
