AI for Medical Prognosis
This course is part of AI for Medicine.
Course Cost
Free course
Intermediate
Skill Level
29 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full AI for Medicine Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
What you'll learn
Build linear and tree-based prognostic models for patient outcomes
Evaluate model performance using concordance index
Handle missing medical data through various imputation techniques
Develop time-based survival prediction models
Implement risk assessment models for medical applications
Skills you'll gain
This course includes:
2.9 Hours PreRecorded video
4 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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There are 4 modules in this course
This comprehensive course focuses on applying machine learning to medical prognosis, a branch of medicine specializing in predicting patient health outcomes. Students learn to build and evaluate prognostic models using decision trees and linear approaches. The curriculum covers handling missing medical data, working with survival data, and implementing both tree-based and linear risk models. Special emphasis is placed on practical applications in healthcare settings and evaluating model performance using medical-specific metrics.
Linear Prognostic Models
Module 1 · 8 Hours to complete
Prognosis with Tree-based Models
Module 2 · 7 Hours to complete
Survival Models and Time
Module 3 · 6 Hours to complete
Build a Risk Model Using Linear and Tree-based Models
Module 4 · 8 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: AI for Medicine
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.







