Calendar · Lecture Notes
- Instructors
- Prof. Isaac Kohane, Prof. Lucila Ohno-Machado, Prof. Peter Szolovits, Prof. Staal Vinterbo
- Term
- Spring 2003
- Level
- Graduate
- What's inside
- 1 lecture note · 21 other files · 4 web pages
- Materials open
- MIT OCW
Other versions of this course
- HST.951J · Fall 2005 · Study here
- HST.951J · Spring 2003 · Study here (this version)
About this course
Source: MIT OpenCourseWare HST.951J Medical Decision Support, Spring 2003, Prof. Isaac Kohane, Prof. Lucila Ohno-Machado, Prof. Peter Szolovits, Prof. Staal Vinterbo — original course page on ocw.mit.edu ↗. License: CC BY-NC-SA 4.0. Study order: MIT's own listing order, section by section. Taken from MIT's published course files, downloaded from ocw.mit.edu on September 23, 2026. How RedLectern is built.
Materials are grouped the way MIT organized them. A verified, course-wide order has not been established here.
Before you start
Prerequisites are not listed here. Check MIT's own syllabus for this course.
How this course was organized
What's here, and what isn't
- A lecture sequence of 23 items is confirmed. It stays as organized materials rather than a full course order.
Materials by section
Grouped by section, as MIT organized them. Not sequenced or ordered.
Lecture Notes
17 files
- Introduction to Medical Decision Support Download
- Simple Probabilistic Reasoning Download
- Fuzzy & Rough Sets - Part 1 Download
- Fuzzy & Rough Sets - Part 2 Download
- Bayesian Networks - Part 1: Representation & Reasoning Download
- Bayesian Networks - Part 2: Learning From Data Download
- Logistic Regression - Part 1 Download
- Classification Trees & CART Download
- Artificial Neural Networks Download
- Support Vector Machines Download
- Evaluation of Predictive Models - Part 1 Download
- Evaluation of Predictive Models - Part 2 Download
- Optimization and Complexity Download
- Survival Analysis Download
- Review of Predictive Methods Download
- Applied Informatics in Cardiology Download
- Review of Clustering Download
Assignments
Exams
Course outline
Calendar · Lecture Notes
Lecture 2: Simple Probabilistic Reasoning
Calendar · Lecture Notes
Lecture 3: Fuzzy & Rough Sets - Part 1
Calendar · Lecture Notes
Lecture 4: Fuzzy & Rough Sets - Part 2
Calendar · Lecture Notes
Lecture 5: Bayesian Networks - Part 1: Representation & Reasoning
Calendar · Lecture Notes
Lecture 6: Bayesian Networks - Part 2: Learning From Data
Calendar · Lecture Notes
Lecture 7: Logistic Regression - Part 1
Calendar · Lecture Notes
Lecture 8: Logistic Regression - Part 2
Calendar · Lecture Notes
Lecture 9: Unsupervised Learning
Calendar · Lecture Notes
Lecture 10: Classification Trees & CART
Calendar · Lecture Notes
Lecture 11: Artificial Neural Networks
Calendar · Lecture Notes
Lecture 12: Support Vector Machines
Calendar · Lecture Notes
Lecture 13: Evaluation of Predictive Models - Part 1
Calendar · Lecture Notes
Lecture 14: Evaluation of Predictive Models - Part 2
Calendar · Lecture Notes
Lecture 15: Optimization and Complexity
Calendar · Lecture Notes
Lecture 16: Survival Analysis
Calendar · Lecture Notes
Lecture 17: Review of Predictive Methods
Calendar · Lecture Notes
Lecture 18: Review of Complexity
Calendar · Lecture Notes
Lecture 19: Applied Informatics in Cardiology
Calendar · Lecture Notes
Lecture 20: Review of Clustering
Calendar · Lecture Notes
Lecture 21: Student Presentations
Calendar · Lecture Notes
Lecture 22: Student Presentations
Calendar · Lecture Notes
Lecture 23: Student Presentations
MIT OpenCourseWare, Prof. Isaac Kohane, Prof. Lucila Ohno-Machado, Prof. Peter Szolovits, Prof. Staal Vinterbo, HST.951J Medical Decision Support, Spring 2003.
License: CC BY-NC-SA 4.0 · Edition: Spring 2003 · Open the original course on OCW ↗
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