salmansust/ai-for-medicine-specialization

I have completed this specialization from Coursera by deeplearning.ai. I have uploaded the solutions of the assignments in this repo.

AI for Medicine Specialization

I have completed this specialization from Coursera by deeplearning.ai. This specialization consists of 3 courses.1) AI for Medical Diagnosis, 2) AI for Medical Prognosis and 3) AI for Medical Treatment. I have learned many things ,such as: Diagnosing diseases from x-rays and 3D MRI brain images,Predicting patient survival rates more accurately using tree-based models,Estimating treatment effects on patients using data from randomized trials , Automating the task of labeling medical datasets using natural language processing etc.

• 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 MRI

Certificate

• 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

Certificate

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

Certificate

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