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 |