Grion Danilo Medina

Gland segmentation in prostatehistopathological images

Published date : 21 Jun 2017

Glandular structural features are important for the tumor pathologist in the assessment of cancer malignancy of prostate tissue slides. The varying shapes and sizes of glands combined with the tedious manual observation task can result in inaccurate assessment. There are also discrepancies and low-level agreement among pathologists, especially in cases of Gleason pattern 3 and pattern 4 prostate adenocarcinoma. An automated gland segmentation system can highlight various glandular shapes and structures for further analysis by the pathologist.

type
Journal Paper
journal
Journal of Medical Imaging, 2017 Apr;4(2):027501, doi: 10.1117/1.JMI.4.2.027501