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Predicate | Object |
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rdf:type | |
lifeskim:mentions | |
pubmed:dateCreated |
1995-4-13
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pubmed:abstractText |
For automated astrocytoma grading morphometric parameters are determined by means of an image analysis system and a special Ki-67(MIB1)/Feulgen-staining method allowing the quantification of the essential characteristics of malignant gliomas: growth pattern, cellularity, proliferation index and nucleus pleomorphism. Based upon a cluster analytical approach a grading scale resembling the WHO-scheme is established which is suitable for automatic glioma grading purposes (HOM-scale). For automatic glioma grading backpropagation neural networks are employed. The results are compared with those of a classical multivariate discriminant classificatory analysis. The presented approach can also be employed for automatic grading of other tumour entities.
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pubmed:language |
ger
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pubmed:journal | |
pubmed:citationSubset |
IM
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pubmed:chemical | |
pubmed:status |
MEDLINE
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pubmed:issn |
0070-4113
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pubmed:author | |
pubmed:issnType |
Print
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pubmed:volume |
78
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pubmed:owner |
NLM
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pubmed:authorsComplete |
Y
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pubmed:pagination |
427-31
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pubmed:dateRevised |
2006-11-15
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pubmed:meshHeading |
pubmed-meshheading:7534014-Astrocytoma,
pubmed-meshheading:7534014-Automation,
pubmed-meshheading:7534014-Cluster Analysis,
pubmed-meshheading:7534014-Diagnosis, Computer-Assisted,
pubmed-meshheading:7534014-Discriminant Analysis,
pubmed-meshheading:7534014-Glioblastoma,
pubmed-meshheading:7534014-Glioma,
pubmed-meshheading:7534014-Humans,
pubmed-meshheading:7534014-Ki-67 Antigen,
pubmed-meshheading:7534014-Multivariate Analysis,
pubmed-meshheading:7534014-Neoplasm Proteins,
pubmed-meshheading:7534014-Nuclear Proteins,
pubmed-meshheading:7534014-World Health Organization
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pubmed:year |
1994
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pubmed:articleTitle |
[Computer assisted grading of gliomas of the astrocytoma/glioblastoma groups].
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pubmed:affiliation |
Abteilung für Neuropathologie, Universitätskliniken des Saarlandes, Homburg/Saar.
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pubmed:publicationType |
Journal Article,
Comparative Study,
English Abstract
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