Intelligent Healthcare and its Applications

​1. Introduction to intelligent healthcare
    Workshop
​    Chest X-Ray DICOM Files

2. Clinically Driven Artificial Intelligence - Workshop
    Chest X-Ray DICOM Files
    Case Presentation 1 Material

3. An Overview of Machine Learning Methods
    Workshop

4. Regression and its Applications
     Workshop
     Medical Insurance Data

5.  Prediction of brain age using MRI data
     Regression and its Applications - Multiple Linear Regression 

6. Random Forest Decision Model and its Applications 
     Workshop

7. Diagnosis of Insomnia Using Sleep Questionnaires
     Workshop

8. Cluster Analysis and Its Applications  Part 1
     Cluster Analysis and Its Applications  Part 2

9. Case Presentation 2

10. Phenotyping Alzheimer's Disease Using EEG Data 
      Workshop
      Dementia NPI Data
      Dementia EEG Power Data

11. Neural Network and Its Applications Part 1
​      Neural Network and Its Applications Part 2

12. Pathology Image Analysis
      Workshop
      Breast Histopathology Data

13. Chest X-ray Image Analysis
​      Workshop
      Pneumonia Data
​      dicompreprocess.m
      dcm2datastore.m
​      Test Dataset