Machine Learning in Healthcare Informatics

Front Matter....Pages i-xii
Introduction to Machine Learning in Healthcare Informatics....Pages 1-23
Wavelet-based Machine Learning Techniques for ECG Signal Analysis....Pages 25-45
Application of Fuzzy Logic Control for Regulation of Glucose Level of Diabetic Patient....Pages 47-64
The Application of Genetic Algorithm for Unsupervised Classification of ECG....Pages 65-80
Pixel-based Machine Learning in Computer-Aided Diagnosis of Lung and Colon Cancer....Pages 81-112
Understanding Foot Function During Stance Phase by Bayesian Network Based Causal Inference....Pages 113-129
Rule Learning in Healthcare and Health Services Research....Pages 131-145
Machine Learning Techniques for AD/MCI Diagnosis and Prognosis....Pages 147-179
Using Machine Learning to Plan Rehabilitation for Home Care Clients: Beyond “Black-Box” Predictions....Pages 181-207
Clinical Utility of Machine Learning and Longitudinal EHR Data....Pages 209-227
Rule-based Computer Aided Decision Making for Traumatic Brain Injuries....Pages 229-259
Supervised Learning Methods for Fraud Detection in Healthcare Insurance....Pages 261-285
Feature Extraction by Quick Reduction Algorithm: Assessing the Neurovascular Pattern of Migraine Sufferers from NIRS Signals....Pages 287-307
A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation....Pages 309-332