Courses:

Medical Decision Support >> Content Detail



Lecture Notes



Lecture Notes





LEC #TOPICS
1Introduction to Medical Decision Support (PDF - 7.2 MB)
2Simple Probabilistic Reasoning (PDF)
3Fuzzy & Rough Sets - Part 1 (PDF)
4Fuzzy & Rough Sets - Part 2 (PDF)
5Bayesian Networks - Part 1: Representation & Reasoning (PDF)
6Bayesian Networks - Part 2: Learning From Data (PDF)
7Logistic Regression - Part 1 (PDF - 6 MB)
8Logistic Regression - Part 2 (PDF - 6 MB)
9Unsupervised Learning
10Classification Trees & CART (PDF)
11Artificial Neural Networks (PDF - 2.1 MB)
12Support Vector Machines (PDF - 1.2 MB)
13Evaluation of Predictive Models - Part 1 (PDF)
14Evaluation of Predictive Models - Part 2 (PDF)
15Optimization and Complexity (PDF)
16Survival Analysis (PDF)
17Review of Predictive Methods (PDF)
Midterm Exam
18Review of Complexity
19Applied Informatics in Cardiology (PDF)
20Review of Clustering (PDF)
21Student Presentations
22Student Presentations
23Student Presentations
 


 



 








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