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