| 1 |
Introduction to Medical Decision Support (PDF - 7.2 MB) |
| 2 |
Simple Probabilistic Reasoning (PDF) |
| 3 |
Fuzzy & Rough Sets - Part 1 (PDF) |
| 4 |
Fuzzy & Rough Sets - Part 2 (PDF) |
| 5 |
Bayesian Networks - Part 1: Representation & Reasoning (PDF) |
| 6 |
Bayesian Networks - Part 2: Learning From Data (PDF) |
| 7 |
Logistic Regression - Part 1 (PDF - 6 MB) |
| 8 |
Logistic Regression - Part 2 (PDF - 6 MB) |
| 9 |
Unsupervised Learning |
| 10 |
Classification Trees & CART (PDF) |
| 11 |
Artificial Neural Networks (PDF - 2.1 MB) |
| 12 |
Support Vector Machines (PDF - 1.2 MB) |
| 13 |
Evaluation of Predictive Models - Part 1 (PDF) |
| 14 |
Evaluation of Predictive Models - Part 2 (PDF) |
| 15 |
Optimization and Complexity (PDF) |
| 16 |
Survival Analysis (PDF) |
| 17 |
Review of Predictive Methods (PDF) |
|
Midterm Exam |
| 18 |
Review of Complexity |
| 19 |
Applied Informatics in Cardiology (PDF) |
| 20 |
Review of Clustering (PDF) |
| 21 |
Student Presentations |
| 22 |
Student Presentations |
| 23 |
Student Presentations |
