AI for Medicine

AI for Medicine Specialization

• AI for Medical Diagnosis
  • Week 1
    • Chest X-Ray Medical Diagnosis with Deep Learning
  • Week 2
    • Evaluation of Diagnostic Models
  • Week 3
    • Brain Tumor Auto-Segmentation for Magnetic Resonance Imaging (MRI)
• AI for Medical Prognosis
  • Week 1
    • Diagnosing Diseases using Linear Risk Models
  • Week 2
    • Risk Models Using Machine Learning
  • Week 3
    • Non-Parametric Estimators for Survival Analysis
  • Week 4
    • Cox Proportional Hazards and Random Survival Forests
• AI for Medical Treatment
  • Week 1
    • Estimating Treatment Effect Using Machine Learning
  • Week 2
    • Natural Language Entity Extraction
  • Week 3
    • ML Interpretation