现货Introduction to Computational Health Informatics[9780367434786]

1379 九五品

库存3件

上海宝山

认证卖家担保交易快速发货售后保障

作者Bansal, Arvind Kumar ; Khan, Javed Iqbal ; Alam, S Kaisar

出版社CRC Press

ISBN9780367434786

出版时间2020-01

装帧精装

纸张其他

页数610页

正文语种英语

上书时间2023-08-07

已实名已认证进店收藏店铺

商品描述: This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clinical perspectives. This book prepares computer science students for careers in computational health informatics and medical data analysis.
Features

Integrates computer science and clinical perspectives

Describes various statistical and artificial intelligence techniques, including machine learning techniques such as clustering of temporal data, regression analysis, neural networks, HMM, decision trees, SVM, and data mining, all of which are techniques used widely used in health-data analysis

Describes computational techniques such as multidimensional and multimedia data representation and retrieval, ontology, patient-data deidentification, temporal data analysis, heterogeneous databases, medical image analysis and transmission, biosignal analysis, pervasive healthcare, automated text-analysis, health-vocabulary knowledgebases and medical information-exchange

Includes bioinformatics and pharmacokinetics techniques and their applications to vaccine and drug development

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