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Medical Decision Support >> Content Detail



Lecture Notes



Lecture Notes

Special software is required to use some of the files in this section: .r. This section contains documents that could not be made accessible to screen reader software. A "#" symbol is used to denote such documents.

Prof. Lucila Ohno-Machado = LOM
Prof. Staal Vinterbo = SV


Lec #TopicsLecturer
1Introduction to Course (PDF - 1.2 MB)LOM
2Decision Analysis 1 (PDF)LOM
3Decision Analysis 2, Linear Regression (PDF)#LOM
4Predictive Modeling, Data CollectionSV
5Logistic Regression, MLE (PDF)LOM
6Evaluation (PDF)LOM
7Instance-based Models 1 - kNNSV
8Instance-based Models 2 - Trees and RulesSV
9Homework 2 - Trees and RulesSV
10Ensemble Models (PDF)LOM
11PCA, LDA (PDF)LOM
12Unsupervised Learning (PDF)LOM
13Neural Networks (PDF - 1.2 MB)LOM
14Homework 2 - Trees and RulesSV
15Review (PDF)LOM
16Survival Analysis (PDF)LOM
MidtermSV
17Statistical Learning Theory (PDF)SV
18Model Construction Schemas 1 (PDF)SV
19Model Construction Schemas 2SV
20Preprocessing Algorithms 1SV
21Preprocessing Algorithms 2SV
22Analysis of Problems, Complexity (PDF)SV
23Search AlgorithmsSV
24Bioinformatics 1 (Hypothesis Generation, Sequence Alignment) (PDF 1) (PDF 2) experiment.r (R)SV
25Bioinformatics 2 (Phylogenetic Trees, Haplotype Tagging)SV
26Student Project Presentation 1SV
27Student Project Presentation 2SV

 








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