This specialization offered by deeplearning.ai focuses on applying machine and deep learning techniques to solve Medical problems, specifically in the key areas of Medical Diagnosis, Medical Prognosis, and Medical Treatment.
Skills
Learning Objectives
Image Segmentation
Time-to-event Modeling
Treatment effect estimation
Natural language extraction
Risk/Hazard Modeling
Diagnose diseases from x-rays and 3D MRI brain images
Predict patient survival rates more accurately using tree-based models
Estimate treatment effects on patients using data from randomized trials
Automate the task of labeling medical datasets using natural language processing