| | |
| 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 |
| | |