Machine Learning in Medicine : Part Two /
| Main Authors: | , |
|---|---|
| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Dordrecht :
Springer Netherlands : Imprint: Springer,
2013.
|
| Edition: | 1st ed. 2013. |
| Subjects: |
Table of Contents:
- Introduction to Machine Learning Part Two
- Two-stage Least Squares
- Multiple Imputations
- Bhattacharya Analysis
- Quality-of-life (QOL) Assessments with Odds Ratios
- Logistic Regression for Assessing Novel Diagnostic Tests against Control
- Validating Surrogate Endpoints
- Two-dimensional Clustering
- Multidimensional Clustering
- Anomaly Detection
- Association Rule Analysis
- Multidimensional Scaling
- Correspondence Analysis
- Multivariate Analysis of Time Series
- Support Vector Machines
- Bayesian Networks
- Protein and DNA Sequence Mining
- Continuous Sequential Techniques
- Discrete Wavelet Analysis
- Machine Learning and Common Sense
- Statistical Tables
- Index.