Abstract
Preclinical Research Cancer classification is an important step in biomarker identification. Developing machine learning methods that correctly predict cancer subtypes/types can help in identifying potential cancer biomarkers. In this commentary, we presented ensemble classification approach and compared its performance with single classification approaches. Additionally, the application of cancer classification in identifying biomarkers for drug design was discussed.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 414-419 |
| Number of pages | 6 |
| Journal | Drug Development Research |
| Volume | 73 |
| Issue number | 7 |
| DOIs | |
| State | Published - Nov 2012 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- biomarker
- cancer classification
- drug design
- ensemble
- gene expression
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