The Biology Project: Mathematics and Biology

Image Processing and Cancer Detection

Histopathological Sections

Malignant lesions are readily distinguishable from normal tissue samples.

normal tissue
normal breast tissue
tumor lesions
DCIS cancer of breast

Under high magnification, changes become apparent in the nuclei of the cancerous tissue. As lesions develop, uncondensed chromatin becomes more pronounced, appearing darker than normal tissue. These densely clustered granules allow less light to pass through them when trans-illuminated.

normal chromatin cancerous chromatin
in cancer cells (R), nuclear chromatin patterns vary from the norm

Images of nuclei are isolated from the tissue background during a process known as image segmentation. Digital analysis of nuclear images is the key to unlocking information hidden to the unaided eye.

normal segment
normal
cancerous segment
cancer


The Biology Project
The University of Arizona
March 26, 1998
denicew@u.arizona.edu

http://www.biology.arizona.edu
All contents copyright © 1998. All rights reserved.