Welcome to my repo for the AI for Medicine Specialization by DeepLearning.AI. Here you will find my notes, labs and assignments for the specialization.

• About this Specialization
• Courses, Labs and Assignments
• Certification

AI has many practical applications in medicine, for example helping doctors diagnose patients more accurately, making predictions about patients’ future health, and recommend better treatments. In this specialization, we will

• Lab: Data Exploration & Image Pre-Processing
• Lab: Counting Labels and Weighted Loss Function
• Lab: DenseNet
• Lab: Patient Overlap & Data Leakage
• Assignment: Chest X-Ray Medical Diagnosis with Deep Learning

• Lab: ROC Curve and Threshold
• Assignment: Evaluation of Diagnostic Models

• Lab: Explore MRI Data & Labels
• Lab: Extract a Sub Section
• Lab: U-Net Model
• Assignment: Brain Tumor Auto-Segmentation for Magnetic Resonance Imaging (MRI)