书目名称 | Translational Informatics | 副标题 | Sports and Exercise | 编辑 | Bairong Shen | 视频video | | 概述 | Focuses on sports and exercise based prevention and treatment of disease as nonpharmacological methods.Promote the translation of exercise medicine researches to the personalized exercise prescription | 图书封面 |  | 描述 | .The book provides readers the informatics and data-driven models for the discovery of personalized excise prescriptions applied to different cases. Overdiagnosis or over-treatment often happened since the complex interaction among the lifestyle, genetic, and environmental factors. Sports and exercise are reported efficient to prevent or reduce the risk of diseases, but the interactions between sports/exercise and disease are personalized and complex. Translational informatics is a powerful paradigm and it promotes the transfer of big data, knowledge and models to the precision application of sports to prevent diseases. Sports and exercise may have different effects on diverse diseases including cancers, neurodegenerative disease, and cardiovascular diseases, etc. This book covers many modern informatics models such as ontologies, knowledge graphs, blockchain, participatory medicine, semantic artificial intelligence, big data modeling, and so on. It also describes the challenges for the sports and exercise medical data sharing and standardization, the privacy protection of data as well as the integration of data from genomic level to physiological phenotype level. This book will be | 出版日期 | Book 2022 | 关键词 | Translational informatics; Sports medicine; Cross-level modelling; Exercise transcription; Nonpharmacolo | 版次 | 1 | doi | https://doi.org/10.1007/978-981-16-9162-1 | isbn_softcover | 978-981-16-9164-5 | isbn_ebook | 978-981-16-9162-1 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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