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2017 ; 7
(ä): 46769
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PathoSpotter-K: A computational tool for the automatic identification of
glomerular lesions in histological images of kidneys
#MMPMID28436482
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Sci Rep
2017[Apr]; 7
(ä): 46769
PMID28436482
show ga
PathoSpotter is a computational system designed to assist pathologists in
teaching about and researching kidney diseases. PathoSpotter-K is the version
that was developed to detect nephrological lesions in digital images of kidneys.
Here, we present the results obtained using the first version of PathoSpotter-K,
which uses classical image processing and pattern recognition methods to detect
proliferative glomerular lesions with an accuracy of 88.3?±?3.6%. Such
performance is only achieved by similar systems if they use images of cell in
contexts that are much less complex than the glomerular structure. The results
indicate that the approach can be applied to the development of systems designed
to train pathology students and to assist pathologists in determining large-scale
clinicopathological correlations in morphological research.