Wednesday, November 25, 2015

One very brainy bird

http://www.eurekalert.org/pub_releases/2015-11/uoi-ovb111615.php

Public Release: 18-Nov-2015
One very brainy bird
Study finds pigeons uncommonly good at distinguishing cancerous from normal breast tissue
University of Iowa

If pigeons went to medical school and specialized in pathology or radiology, they'd be pretty good at distinguishing digitized microscope slides and mammograms of normal from cancerous breast tissue, according to a new study from the University of Iowa and the University of California, Davis.

With some training and selective food reinforcement, pigeons performed as well as humans in categorizing digitized slides and mammograms of benign and malignant human breast tissue, the researchers found. The pigeons were able to generalize what they had learned, so that when the researchers showed them a completely new set of normal and cancerous digitized slides, they correctly identified them. Their accuracy, like that of humans, was modestly affected by the presence or absence of color in the images, as well as by degrees of image compression. The pigeons also learned to correctly identify cancer-relevant micro calcifications on mammograms, but they had a tougher time classifying suspicious masses on mammograms -- a task considered difficult even for skilled human observers, the authors noted in the paper, published online on Wednesday in the journal PLOS ONE.

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