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Machine Learning in Healthcare Informatics 2014
- Sumeet Dua, U. Rajendra Acharya, Prerna Dua:
Machine Learning in Healthcare Informatics. Intelligent Systems Reference Library 56, Springer 2014, ISBN 978-3-642-40016-2 - Pradeep Chowriappa, Sumeet Dua, Yavor Todorov:
Introduction to Machine Learning in Healthcare Informatics. 1-23 - Roshan Joy Martis, Chandan Chakraborty, Ajoy Kumar Ray:
Wavelet-based Machine Learning Techniques for ECG Signal Analysis. 25-45 - Kuanyi Zhu, W. D. Liu, Y. Xiao:
Application of Fuzzy Logic Control for Regulation of Glucose Level of Diabetic Patient. 47-64 - Roshan Joy Martis, Hari Prasad, Chandan Chakraborty, Ajoy Kumar Ray:
The Application of Genetic Algorithm for Unsupervised Classification of ECG. 65-80 - Kenji Suzuki
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Pixel-based Machine Learning in Computer-Aided Diagnosis of Lung and Colon Cancer. 81-112 - Myagmarbayar Nergui, Jun Inoue, Chieko Murai, Wenwei Yu, U. Rajendra Acharya
Understanding Foot Function During Stance Phase by Bayesian Network Based Causal Inference. 113-129 - Janusz Wojtusiak:
Rule Learning in Healthcare and Health Services Research. 131-145 - Dinggang Shen, Chong-Yaw Wee, Daoqiang Zhang, Luping Zhou
Machine Learning Techniques for AD/MCI Diagnosis and Prognosis. 147-179 - Mu Zhu, Lu Cheng, Joshua J. Armstrong, Jeffrey W. Poss, John P. Hirdes
Using Machine Learning to Plan Rehabilitation for Home Care Clients: Beyond "Black-Box" Predictions. 181-207 - Walter F. Stewart, Jason Roy, Jimeng Sun
Clinical Utility of Machine Learning and Longitudinal EHR Data. 209-227 - Ashwin Belle, Soo-Yeon Ji
Rule-based Computer Aided Decision Making for Traumatic Brain Injuries. 229-259 - Prerna Dua, Sonali Bais:
Supervised Learning Methods for Fraud Detection in Healthcare Insurance. 261-285 - Samanta Rosati
Feature Extraction by Quick Reduction Algorithm: Assessing the Neurovascular Pattern of Migraine Sufferers from NIRS Signals. 287-307 - Samanta Rosati
A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation. 309-332
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