| 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 |
