Ensemble Classification of Cancer Types and Biomarker Identification

Overview

Journal Drug Dev Res

Specialty Pharmacology

Date 2014 Sep 16

PMID 25221378

Citations 5

Authors

Hussein Hijazi

Ming Wu

Aritro Nath

Christina Chan

Affiliations

Soon will be listed here.

Abstract

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.

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