DeepLearning.AI
AI for Medicine Specialization
DeepLearning.AI

AI for Medicine Specialization

Taught in English

Some content may not be translated

Amirhossein Kiani
Pranav Rajpurkar
Eddy Shyu

Instructors: Amirhossein Kiani

44,025 already enrolled

Specialization - 3 course series

Get in-depth knowledge of a subject

4.7

(2,092 reviews)

Intermediate level

Recommended experience

2 months at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Diagnose diseases from x-rays and 3D MRI brain images

  • Predict patient survival rates more accurately using tree-based models

  • Estimate treatment effects on patients using data from randomized trials

  • Automate the task of labeling medical datasets using natural language processing

Details to know

Shareable certificate

Add to your LinkedIn profile

Specialization - 3 course series

Get in-depth knowledge of a subject

4.7

(2,092 reviews)

Intermediate level

Recommended experience

2 months at 10 hours a week
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from DeepLearning.AI
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 3 course series

AI for Medical Diagnosis

Course 120 hours4.7 (1,918 ratings)

What you'll learn

Skills you'll gain

Category: Multi-class classification
Category: Image Segmentation
Category: Machine Learning
Category: Deep Learning
Category: model evaluation

AI for Medical Prognosis

Course 229 hours4.7 (757 ratings)

What you'll learn

  • Walk through examples of prognostic tasks

  • Apply tree-based models to estimate patient survival rates

  • Navigate practical challenges in medicine like missing data  

Skills you'll gain

Category: Random Forest
Category: Machine Learning
Category: Deep Learning
Category: time-to-event modeling
Category: model tuning

AI For Medical Treatment

Course 322 hours4.7 (505 ratings)

What you'll learn

  • 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

Skills you'll gain

Category: Random Forest
Category: natural language entity extraction
Category: treatment effect estimation
Category: machine learning interpretation
Category: question-answering

Instructors

Amirhossein Kiani
DeepLearning.AI
2 Courses72,928 learners

Offered by

DeepLearning.AI

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions