AI is transforming the practice of medicine. It’s helping 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.
提供:


このコースについて
We recommend first completing Course 1 and 2 of the AI For Medicine Specialization.
学習内容
Estimate treatment effects using data from randomized control trials
Explore methods to interpret diagnostic and prognostic models
Apply natural language processing to extract information from unstructured medical data
習得するスキル
- treatment effect estimation
- machine learning interpretation
- Random Forest
- natural language entity extraction
- question-answering
We recommend first completing Course 1 and 2 of the AI For Medicine Specialization.
提供:

deeplearning.ai
DeepLearning.AI is an education technology company that develops a global community of AI talent.
シラバス - 本コースの学習内容
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.
レビュー
- 5 stars77.70%
- 4 stars15.71%
- 3 stars4.24%
- 2 stars1.27%
- 1 star1.06%
AI FOR MEDICAL TREATMENT からの人気レビュー
Extremely valuable course, you get introduced to a lot of (mostly) ready-to-use tools. This is applicable for a lot of other industries as well!
Fun course. Clear lecture explanations and fun assignments real world applications. I have used content from this course in my own projects.
Wonderful course to learn the real application of AI in the medical field. Wonderfully explained every difficult concept with a simple explanation.
Fantastic coursework teaching fundamentals required for analysis of medical domain data. Quality content with great assignments. Level of difficulty is intermediate for the assignments.
医学のためのAI専門講座について
AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. This three-course Specialization will give you practical experience in applying machine learning to concrete problems in medicine.

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