My Projects for the specialization of : AI for Medicine from deeplearning.ai

• Course 1 : has advanced Image-related projects.

  • Chest X-Ray Medical Diagnosis with Deep Learning.
  • Evaluation of Diagnostic Models.
  • Building U-Net Segmentation Model for 3D images.
  • Brain Tumor Auto-Segmentation for Magnetic Resonance Imaging (MRI).

• Course 2 : has advanced Machine learning projects.

  • Diabetic Retinopathy prediction using logistic regression and evaluating with risk score.
  • lymphoma analysis using Kaplan-Meier estimation.
  • Survival data of patients with Primary Biliary Cirrhosis (pbc) Survival model using Cox Proportional.

• Course 3 : has advanced topics for Interpretation and Text Mining.

  • Estimating Treatment Effect Using Machine Learning.
  • Natural Language Entity Extraction and Question Answering.
  • Model Interpretation Methods.