An active learning based classification strategy for the minority class problem: application to histopathology annotation
<p>Abstract</p> <p>Background</p> <p>Supervised classifiers for digital pathology can improve the ability of physicians to detect and diagnose diseases such as cancer. Generating training data for classifiers is problematic, since only domain experts (e.g. pathologists)...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
BMC
2011-10-01
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Series: | BMC Bioinformatics |
Online Access: | http://www.biomedcentral.com/1471-2105/12/424 |