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Dua, Sumeet

Machine Learning in Healthcare Informatics

Dua, Sumeet - Machine Learning in Healthcare Informatics, ebook

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ISBN: 9783642400179
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Table of contents

1. Introduction to Machine Learning in Healthcare Informatics
Pradeep Chowriappa, Sumeet Dua, Yavor Todorov

2. Wavelet-based Machine Learning Techniques for ECG Signal Analysis
Roshan Joy Martis, Chandan Chakraborty, Ajoy Kumar Ray

3. Application of Fuzzy Logic Control for Regulation of Glucose Level of Diabetic Patient
K. Y. Zhu, W. D. Liu, Y. Xiao

4. The Application of Genetic Algorithm for Unsupervised Classification of ECG
Roshan Joy Martis, Hari Prasad, Chandan Chakraborty, Ajoy Kumar Ray

5. Pixel-based Machine Learning in Computer-Aided Diagnosis of Lung and Colon Cancer
Kenji Suzuki

6. Understanding Foot Function During Stance Phase by Bayesian Network Based Causal Inference
Myagmarbayar Nergui, Jun Inoue, Murai Chieko, Wenwei Yu, U. Rajendra Acharya

7. Rule Learning in Healthcare and Health Services Research
Janusz Wojtusiak

8. Machine Learning Techniques for AD/MCI Diagnosis and Prognosis
Dinggang Shen, Chong-Yaw Wee, Daoqiang Zhang, Luping Zhou, Pew-Thian Yap

9. Using Machine Learning to Plan Rehabilitation for Home Care Clients: Beyond “Black-Box” Predictions
Mu Zhu, Lu Cheng, Joshua J. Armstrong, Jeff W. Poss, John P. Hirdes, Paul Stolee

10. Clinical Utility of Machine Learning and Longitudinal EHR Data
Walter F. Stewart, Jason Roy, Jimeng Sun, Shahram Ebadollahi

11. Rule-based Computer Aided Decision Making for Traumatic Brain Injuries
Ashwin Belle, Soo-Yeon Ji, Wenan Chen, Toan Huynh, Kayvan Najarian

12. Supervised Learning Methods for Fraud Detection in Healthcare Insurance
Prerna Dua, Sonali Bais

13. Feature Extraction by Quick Reduction Algorithm: Assessing the Neurovascular Pattern of Migraine Sufferers from NIRS Signals
Samanta Rosati, Gabriella Balestra, Filippo Molinari

14. A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation
Samanta Rosati, Gabriella Balestra, Filippo Molinari, U. Rajendra Acharya, Jasjit S. Suri

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics)

Author(s)
 
 
Publisher
Springer
Publication year
2014
Language
en
Edition
2014
Series
Intelligent Systems Reference Library
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783642400179

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