kool7 / AI_For_Medicine_Specialization_2020

AI In Medicine Specialization 2020 (Coursera)

Course 1: AI for Medical Diagnosis

Ungraded Labs

• Week 1 - Ungraded Lab - Data Exploration & Image Pre-Processing
• Week 1 - Ungraded Lab - Counting labels and weighted loss function
• Week 3 - Ungraded Lab - Explore Brain MRI Data

Programming Assignments

• Week 1 - Programming Assignment - Chest X-Ray Medical Diagnosis with Deep Learning [util.py]
• Week 2 - Programming Assignment - Evaluation of Diagnostic Models [util.py]
• Week 3 - Programminng Assignment - Brain Tumor Auto-Segmentation for Magnetic Resonance Imaging (MRI) [util.py]

Course 2: AI for Medical Prognosis

Ungraded Labs

• Week 1 - Ungraded Lab - Risk Scores
• Week 1 - Ungraded Lab - Create Linear Models
• Week 1 - Ungraded Lab - Combine Features
• Week 1 - Ungraded Lab - Concordance Index

Programming Assignments

• Week 1 - Programming Assignment - Build And Evaluate a Risk Model