course website: https://www.coursera.org/specializations/ai-for-medicine
- AI for Medical Diagnosis
- In Course 1, you will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders.
- AI for Medical Prognosis
- In Course 2, you will build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis.
- AI For Medical Treatment
- In Course 3, you will build a treatment effect predictor, apply model interpretation techniques and use natural language processing to extract information from radiology reports.