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Overview
AI is transforming the practice of medicine. Itsing doctors diagnose patients more accurately, make predictions about patients future health, and recommend better treatments. This Specialization will give you practical experience in applying machine learning to concrete problems in medicine. Medical treatment may impact patients differently based on their existing health conditions. In this third course, youll recommend treatments more suited to individual patients using data from randomized control trials. In the second week, youll apply machine learning interpretation methods to...
Syllabus
- Treatment Effect Estimation
- In this week, you will learn: How to analyze data from a randomized control trial, interpreting multivariate models, evaluating treatment effect models, and interpreting ML models for treatment effect estimation.
- Medical Question Answering
- In this week, you will learn how to extract disease labels from clinical reports, and also question answering with BERT.
- ML Interpretation
- In this week, you will learn how to interpret deep learning models, and also feature importance in machine learning.
DeepLearning.AI via Coursera
22 hours 4 minutes
Paid Certificate Available
English
On-Demand
Intermediate
Instructor
Pranav Rajpurkar
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