Machine Learning for Healthcare : Handling and Managing Data (Paperback)

Contents

Preface..................................................................................................................... vii

Acknowledgments..................................................................................................xi

Editors.................................................................................................................... xiii

List of Contributors............................................................................................. xvii

1. Fundamentals of Machine Learning...........................................................1

2. Medical Information Systems..................................................................... 17

3. The Role of Metaheuristic Algorithms in Healthcare...........................25

4. Decision Support System to Improve Patient Care................................ 41

on the Brain.....................................................................................................53

6. Feature Extraction and Bio Signals............................................................ 69

Medical Health-Care Information............................................................. 81

of Liver Cancer and Predictive Analytics on Cloud...............................95

Healthcare Tools with High Dimension Segmentation...................... 115

and Mamoona Humayun

Diagnosis of Disease.................................................................................. 129

Healthcare Sector Using High Dimension Segmentation.................. 159

12. Machine Learning in Diagnosis of Children with Disorders........... 175

ARIMA Time Series Model...................................................................... 187

Index......................................................................................................................203