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)...

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Bibliographic Details
Main Authors: Doyle Scott, Monaco James, Feldman Michael, Tomaszewski John, Madabhushi Anant
Format: Article
Language:English
Published: BMC 2011-10-01
Series:BMC Bioinformatics
Online Access:http://www.biomedcentral.com/1471-2105/12/424