Subscribe to the OCW Newsletter

Help| Contact Us

FIND COURSES
Topic

MIT Course Number

Department
New Courses

Most Visited Courses

OCW Scholar Courses

Audio/Video Lectures

Online Textbooks

Supplemental Resources

OCW Highlights for High School

MITx & Related OCW Courses

MIT Open Learning Library
Energy

Entrepreneurship

Environment

Introductory Programming

Life Sciences

Transportation
繁體字 / Traditional Chinese

Türkçe / Turkish

(비디오)한국 / Korean
For Educators
- Chalk Radio Podcast
- OCW Educator Portal
- Instructor Insights by Department
- Residential Digital Innovations
- OCW Highlights for High School
- Additional Resources
Give Now
About

Home » Courses » Health Sciences and Technology » Genomic Medicine » Audio Lectures » Lecture 9

Lecture 9: Machine-learning Approach

Course Home
Syllabus
Calendar
Audio Lectures
Assignments
Projects
Readings
Download Course Materials

00:00

00:00

About this Track
Playlist
Related Resources
Download this Track

Instructor: Dr. Marco F. Ramoni

Lecture 1: Genomic Introduction

Lecture 1: Genomic Introduc...

Lecture 2: Introduction to Biology and Genomic Measurement

Lecture 2: Introduction to ...

Lecture 3: Measurement Techniques

Lecture 3: Measurement Tech...

Lecture 4: Microarray - Massively Parallel Measurement

Lecture 4: Microarray - Mas...

Lecture 5: Limits of Technologies

Lecture 5: Limits of Techno...

Lecture 6: Information Science at the Center of Genomic Medicine

Lecture 6: Information Scie...

Lecture 7: Informational Resources

Lecture 7: Informational Re...

Lecture 8: Complex Traits: What to Believe

Lecture 8: Complex Traits: ...

Now Playing

Lecture 9: Machine-learning Approach

Lecture 9: Machine-learning...

Lecture 10: Association with Markers

Lecture 10: Association wit...

Lecture 11: The Importance of Data Representation

Lecture 11: The Importance ...

Lecture 12: Pharmacogenomics

Lecture 12: Pharmacogenomics

Lecture 13: Case Hx: Complex Traits

Lecture 13: Case Hx: Comple...

Lecture 15: Microarray Disease Classification

Lecture 15: Microarray Dise...

Lecture 16: Microarray Disease Classification II

Lecture 16: Microarray Dise...

Lecture 17: Direct Prediction of Outcome / Mortality

Lecture 17: Direct Predicti...

Lecture 18: Case Hx: Cancer Diagnostics

Lecture 18: Case Hx: Cancer...

Lecture 19: Modeling and Reverse Engineering

Lecture 19: Modeling and Re...

Lecture 20: Practical Genomic Medicine

Lecture 20: Practical Genom...

Related Resources

Lecture Notes (PDF)

Free Downloads

Audio

iTunes U (MP3 - 21MB)
Internet Archive (MP3 - 36MB)

Find Courses

Find by Topic
Find by Course Number
Find by Department
New Courses
Most Visited Courses
OCW Scholar Courses
Audio/Video Courses
Online Textbooks
Instructor Insights
Supplemental Resources
MITx & Related OCW Courses
MIT Open Learning Library
Translated Courses

For Educators

Chalk Radio Podcast
OCW Educator Portal
Instructor Insights by Department
Residential Digital Innovations
OCW Highlights for High School
Additional Resources

Give Now

Make a Donation
Why Give?
Our Supporters
Other Ways to Contribute
Become a Corporate Sponsor

About

About OpenCourseWare
Site Statistics
OCW Stories
Newsletter
Open Matters Blog

Tools

Help & FAQs
Contact Us
Accessibility
Site Map
Privacy & Terms of Use
RSS Feeds

Our Corporate Supporters

About MIT OpenCourseWare

MIT OpenCourseWare is an online publication of materials from over 2,500 MIT courses, freely sharing knowledge with learners and educators around the world. Learn more »

© 2001–2025
Massachusetts Institute of Technology

Your use of the MIT OpenCourseWare site and materials is subject to our Creative Commons License and other terms of use.