Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics 1st edition

Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics 1st edition- Ebook Instant Download/Delivery ISBN(s): 9780128216330,0128216336,9780128220443, 0128220449

Product details:

• ISBN 10: 0128220449
• ISBN 13:9780128220443
• Author:Pradeep N, Sandeep Kautish, Sheng-Lung Peng

Table contents:

Part I: Big Data in Healthcare Analytics

1. Foundations of Healthcare Informatics

2. Smart Healthcare Systems Using Big Data

3. Big Data-based Frameworks for Healthcare Systems

4. Predictive Analysis and Modelling in Healthcare Systems

5. Challenges and Opportunities of Big Data Integration in Patient-Centric Healthcare Analytics Using Mobile Networks

6. Emergence of Decision Support Systems in Healthcare

Part II: Machine Learning and Deep Learning for Healthcare

7. A Comprehensive Review on Deep Learning Techniques for BCI-based Communication Systems

8. Machine Learning and Deep Learning-based Clinical Diagnostic Systems

9. An Improved Time-Frequency Method for Efficient Diagnosis of Cardiac Arrhythmias

10. Local Plastic Surgery-based Face Recognition Using Convolutional Neural Networks

11. Machine Learning Algorithms for Prediction of Heart Disease

12. Convolutional Siamese Networks for One-Shot Malaria Parasites Recognition in Microscopic Images

13. Kidney Disease Prediction Using a Machine Learning Approach: A Comparative and Comprehensive Analysis

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