karnaankit / repository

AI-For-Medicine

This repo contains my assignment solutions of AI for Medicine Specialization on Coursera

#ai-for-medical-diagnosis#ai-for-medical-prognosis#ai-for-medical-treatment#ai-for-medicine#artificial-intelligence#convolutional-neural-networks

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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