DeepLearning.AI - AI for Medicine. 10 Projects in AI application in Medical Diagnosis, Prognosis and Treatment.
Content:
C1 - AI for Medical Diagnosis
Assignment Projects:
1.1 Chest X-Ray Medical Diagnosis with Deep Learning.
1.2 Evaluation of Diagnosis Models.
1.3 Brain Tumor Auto-Segmentation for MRI.
C2 - AI for Medical Prognosis
Assignment Projects:
2.1 Linear Risk Model.
2.2 Tree_base Risk Model.
2.3 Survival Estimate of Lymphoma Patients.
2.4 Cox Proportional Hazards and Random Survival Forests.
C3 - AI for Medical Treatment
Assignment Projects:
3.1 Estimation Treatment Effect Using Machine Learning.
3.2 Natural Language Entity Extraction.
3.3 Machine Learning Interpretation.