Machine learning with health care perspective : machine learning and healthcare - Jain, Vishal, 1983- (Springer, 2020)
Contents: Chapter 1: Machine learning for Healthcare: Introduction – Chapter 2: Artificial Intelligence in Medical Diagnosis: Methods, algorithms and applications – Chapter 3: Intelligent Learning Analytics in Healthcare Sector Using Machine Learning – Chapter 4: Unsupervised Learning on Healthcare Survey Data with Particle Swarm Optimization – Chapter 5: Machine Learning for Healthcare Diagnostics – Chapter 6: Disease Detection System (DDS) Using Machine Learning Technique – Chapter 7: Knowledge Discovery (Feature Identification) from Teeth, Wrist and Femur Images to determine Human Age and Gender – Chapter 8: Deep Learning Solutions for Skin Cancer Detection and Diagnosis – Chapter 9: Security of Healthcare Systems with Smart Health Records using Cloud Technology – Chapter 10: Intelligent Heart Disease Prediction on Physical and Mental Parameters: A ML Based IoT and Big Data Application and Analysis – Chapter 11: Medical Text and image processing: Applications, issues and challenges – Chapter 12: Machine Learning Methods for Managing Parkinsons Disease – Chapter 13: An Efficient Method for Computer-aided Diagnosis of Cardiac Arrhythmias – Chapter 14: Clinical decision support systems and predictive analytics – Chapter 15: Yajna and Mantra Science Bringing Health and Comfort to Indo-Asian Public: A Healthcare 4.0 Approach and Computational Study – Chapter 16: Identifying Diseases and Diagnosis using Machine Learning.