ISBN-10:
3642400167
ISBN-13:
9783642400162
Pub. Date:
12/09/2013
Publisher:
Springer Berlin Heidelberg
Machine Learning in Healthcare Informatics

Machine Learning in Healthcare Informatics

Hardcover

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Overview

The book is a unique effort to represent a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. The book provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics and reflects the diversity, complexity and the depth and breath of this multi-disciplinary area. The integrated, panoramic view of data and machine learning techniques can provide an opportunity for novel clinical insights and discoveries.

Product Details

ISBN-13: 9783642400162
Publisher: Springer Berlin Heidelberg
Publication date: 12/09/2013
Series: Intelligent Systems Reference Library , #56
Edition description: 2014
Pages: 332
Product dimensions: 6.10(w) x 9.25(h) x 0.03(d)

Table of Contents

Introduction to Machine Learning in Healthcare Informatics.- Wavelet-Based Machine Learning Techniques for ECG Signal Analysis.- Application of Fuzzy Logic Control for Regulation of Glucose Level of Diabetic Patient.- A Study on Machine Learning in EEG Signal Analysis.- The Application of Genetic Algorithm for Unsupervised Classification of ECG.- Pixel-based Machine Learning in Computer-aided Diagnosis of Lung and Colon Cancer.- Understanding foot function during stance phase by Bayesian Network based causal inference.- Rule Learning in Healthcare and Health Services Research.- Machine Learning Techniques for AD/MCI Diagnosis and Prognosis.- Using Machine Learning to Plan Rehabilitation for Home Care Clients: Beyond "Black-Box" Predictions.- Techniques for AD/MCI Diagnosis and Prognosis.

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