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.
Este curso faz parte do Programa de cursos integrados IA para Medicina
oferecido por


Informações sobre o curso
We recommend first completing Course 1 and 2 of the AI For Medicine Specialization.
O que você vai aprender
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
Habilidades que você terá
- 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.
oferecido por

deeplearning.ai
DeepLearning.AI is an education technology company that develops a global community of AI talent.
Programa - O que você aprenderá com este curso
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.
Avaliações
- 5 stars77,65%
- 4 stars15,74%
- 3 stars4,25%
- 2 stars1,27%
- 1 star1,06%
Principais avaliações do AI FOR MEDICAL TREATMENT
Building a treatment model and evaluation, take this course to fully understand what to consider. A practical Model for Mediacl Treament
A very important course. Only 4 points, because at many points I had a feeling that many things were abstracted away, and am not sure whether I'd be able to replicate them on my own.
Fantastic coursework teaching fundamentals required for analysis of medical domain data. Quality content with great assignments. Level of difficulty is intermediate for the assignments.
This is a valuable course, encompassing several branches of applied AI in medicine. It worths the effort to take it!
Sobre Programa de cursos integrados IA para Medicina
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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