Advances in Biomedical Informatics

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 essentia...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Holmes, Dawn E. (Editor), Jain, Lakhmi C. (Editor)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2018.
Imprint: Springer,
Edition:1st ed. 2018.
Series:Intelligent Systems Reference Library, 137
Subjects:
Computational intelligence.
Biomedical engineering.
Bioinformatics.
Computational Intelligence.
Biomedical Engineering and Bioengineering.
Online Access:Full-text access
Table of Contents:
  • 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.

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