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 |