1
Healthcare: Digital Journey, Sources of Data, Need for Artificial Intelligence
2
Information Systems in Healthcare: DICOM/HL7-IHE
3
Overview of biological and medical imaging modalities and research/clinical applications
4
Challenges in healthcare data handling and curation
5
Medical imaging tools (viewers, formats, etc.)
6
Medical Image Segmentation: Challenges/Basic Methods/Metrics of Evaluation
7
Physiological signal processing: Speech/ECG/EEG
8
Machine Learning Methods: Linear Regression, Logistic Regression, Clustering
9
Introduction to Neural networks and Deep Learning
10
Introduction to Natural Language Processing
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