The Need for Careful Data Collection for Pattern Recognition in Digital Pathology
Raphaël Marée · Journal of Pathology Informatics · 2017
Effective pattern recognition requires carefully designed ground-truth datasets. In this technical note, we first summarize potential data collection issues in digital pathology and then propose guidelines to build more realistic ground-truth datasets and to control their quality. We hope our comments will foster the effective application of pattern recognition approaches in digital pathology.