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Advances in biomedical informatics

Holmes, Dawn E.

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Advances in biomedical informatics

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in biomedical informatics/ edited by Dawn E. Holmes, Lakhmi C. Jain.
其他作者:	Holmes, Dawn E.
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	xiv, 295 p. :ill., digital ;24 cm.
內容註:	Advances in Biomedical Informatics: An Introduction -- Digital Health Research Methods and Tools -- Machine Learning for Structured Clinical Data -- Defining and Learning Interactive Causes -- Bayesian Network Modeling for Specific Health Checkups on Metabolic Syndrome -- Unsupervised Detection and Analysis of Changes in Everyday Physical Activity Data -- Machine Learning Applied to Optometry Data -- Intelligent Decision Support Systems in Automated Medical Diagnosis -- On the Automation of Medical Knowledge and Medical Decision Support Systems -- Vital Signs Telemonitoring by using Smart Body Area Networks, Mobile Devices and Advanced Signal Processing -- Preprocessing in High Dimensional Datasets -- Analysis of Questionnaire Survey on Psychic Characteristics in the Elderly Using Quantification Theory II.
Contained By:	Springer eBooks
標題:	Bioinformatics. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-67513-8
ISBN:	9783319675138

Advances in biomedical informatics
Advances in biomedical informatics[electronic resource] /edited by Dawn E. Holmes, Lakhmi C. Jain. - Cham :Springer International Publishing :2018. - xiv, 295 p. :ill., digital ;24 cm. - Intelligent systems reference library,v.1371868-4394 ;. - Intelligent systems reference library ;v.137..

Advances in Biomedical Informatics: An Introduction -- Digital Health Research Methods and Tools -- Machine Learning for Structured Clinical Data -- Defining and Learning Interactive Causes -- Bayesian Network Modeling for Specific Health Checkups on Metabolic Syndrome -- Unsupervised Detection and Analysis of Changes in Everyday Physical Activity Data -- Machine Learning Applied to Optometry Data -- Intelligent Decision Support Systems in Automated Medical Diagnosis -- On the Automation of Medical Knowledge and Medical Decision Support Systems -- Vital Signs Telemonitoring by using Smart Body Area Networks, Mobile Devices and Advanced Signal Processing -- Preprocessing in High Dimensional Datasets -- Analysis of Questionnaire Survey on Psychic Characteristics in the Elderly Using Quantification Theory II.

This book presents authoritative recent research on Biomedical Informatics, bringing together contributions from some of the most respected researchers in this field. Biomedical Informatics represents a growing area of interest and innovation in the management of health-related data, and is essential to the development of focused computational models. Outlining the direction of current research, the book will be of considerable interest to theoreticians and application scientists alike. Further, as all chapters are self-contained, it also provides a valuable sourcebook for graduate students.

ISBN: 9783319675138

Standard No.: 10.1007/978-3-319-67513-8doiSubjects--Topical Terms:

553671
Bioinformatics.

LC Class. No.: R858 / .A38 2018

Dewey Class. No.: 610.285

Advances in biomedical informatics
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