Machine learning in healthcare : fundamentals and recent applications

Biostatistics -- Probability theory -- Medical Data Acquisition and Pre-processing -- Medical Image Processing -- Bio-signals -- Feature Extraction -- Introduction to machine learning -- Cancer detection : Breast Cancer Detection using Mammography, Ultrasound and Magnetic resonance imaging (MRI) -- Sickle Cell Disease Management : A Machine Learning Approach -- Detection of Pulmonary Diseases -- Mental Illness and Neurodevelopmental Disorders -- Applications and Challenges.