书目名称 | Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems | 编辑 | E. Priya,V. Rajinikanth | 视频video | | 概述 | Highlights various pre-processing techniques for biosignal and medical image analysis.Describes procedures for identifying regions of interest in signals and images, a major trend in the healthcare in | 图书封面 |  | 描述 | .This book comprehensively reviews the various automated and semi-automated signal and image processing techniques, as well as deep-learning-based image analysis techniques, used in healthcare diagnostics..It highlights a range of data pre-processing methods used in signal processing for effective data mining in remote healthcare, and discusses pre-processing using filter techniques, noise removal, and contrast-enhanced methods for improving image quality..The book discusses the status quo of artificial intelligence in medical applications, as well as its future. Further, it offers a glimpse of feature extraction methods for reducing dimensionality and extracting discriminatory information hidden in biomedical signals. Given its scope, the book is intended for academics, researchers and practitioners interested in the latest real-world technological innovations.. | 出版日期 | Book 2021 | 关键词 | Signal and Image Processing; Segmentation; Feature Extraction; Deep Learning; Feature reduction; Optimiza | 版次 | 1 | doi | https://doi.org/10.1007/978-981-15-6141-2 | isbn_softcover | 978-981-15-6143-6 | isbn_ebook | 978-981-15-6141-2 | copyright | Springer Nature Singapore Pte Ltd. 2021 |
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