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)
- Week 1
- 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
- Week 1
- AI for Medical Treatment
- Week 1
- Estimating Treatment Effect Using Machine Learning
- Week 2
- Natural Language Entity Extraction
- Week 3
- ML Interpretation
- Week 1