Machine Learning in Healthcare Informatics

Editors:

ISBN: 978-3-642-40016-2 (Print) 978-3-642-40017-9 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages i-xii

  2. No Access

    Chapter

    Pages 1-23

    Introduction to Machine Learning in Healthcare Informatics

  3. No Access

    Chapter

    Pages 25-45

    Wavelet-based Machine Learning Techniques for ECG Signal Analysis

  4. No Access

    Chapter

    Pages 47-64

    Application of Fuzzy Logic Control for Regulation of Glucose Level of Diabetic Patient

  5. No Access

    Chapter

    Pages 65-80

    The Application of Genetic Algorithm for Unsupervised Classification of ECG

  6. No Access

    Chapter

    Pages 81-112

    Pixel-based Machine Learning in Computer-Aided Diagnosis of Lung and Colon Cancer

  7. No Access

    Chapter

    Pages 113-129

    Understanding Foot Function During Stance Phase by Bayesian Network Based Causal Inference

  8. No Access

    Chapter

    Pages 131-145

    Rule Learning in Healthcare and Health Services Research

  9. No Access

    Chapter

    Pages 147-179

    Machine Learning Techniques for AD/MCI Diagnosis and Prognosis

  10. No Access

    Chapter

    Pages 181-207

    Using Machine Learning to Plan Rehabilitation for Home Care Clients: Beyond “Black-Box” Predictions

  11. No Access

    Chapter

    Pages 209-227

    Clinical Utility of Machine Learning and Longitudinal EHR Data

  12. No Access

    Chapter

    Pages 229-259

    Rule-based Computer Aided Decision Making for Traumatic Brain Injuries

  13. No Access

    Chapter

    Pages 261-285

    Supervised Learning Methods for Fraud Detection in Healthcare Insurance

  14. No Access

    Chapter

    Pages 287-307

    Feature Extraction by Quick Reduction Algorithm: Assessing the Neurovascular Pattern of Migraine Sufferers from NIRS Signals

  15. No Access

    Chapter

    Pages 309-332

    A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation