About: Registration of multiple stained histological sections

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The analysis of protein-level multigene expression signature maps computed from the fusion of differently stained immunohistochemistry images is an emerging tool in cancer management. Creating these maps requires registering sets of histological images, a challenging task due to their large size, the non-linear distortions existing between consecutive sections and to the fact that the images correspond to different histological stains and thus, may have very different appearance. In this manuscript, we present a novel segmentation-based registration algorithm that exploits a multi-class pyramid and optimizes a fuzzy class assignment specially designed for this task. Compared to a standard non-rigid registration, the proposed method achieves an improved matching on both synthetic as well as real histological images of cancer lesions. The analysis of protein-level multigene expression signature maps computed from the fusion of differently stained immunohistochemistry images is an emerging tool in cancer management. Creating these maps requires registering sets of histological images, a challenging task due to their large size, the non-linear distortions existing between consecutive sections and to the fact that the images correspond to different histological stains and thus, may have very different appearance. In this manuscript, we present a novel segmentation-based registration algorithm that exploits a multi-class pyramid and optimizes a fuzzy class assignment specially designed for this task. Compared to a standard non-rigid registration, the proposed method achieves an improved matching on both synthetic as well as real histological images of cancer lesions. (en)
Title	Registration of multiple stained histological sections Registration of multiple stained histological sections (en)
skos:prefLabel	Registration of multiple stained histological sections Registration of multiple stained histological sections (en)
skos:notation	RIV/68407700:21230/13:00211380!RIV14-MSM-21230___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(GAP202/11/0111), S
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Bušta, Michal Kybic, Jan Borovec, Jiří
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	102031
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/13:00211380
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Nonrigid registration; superpixels; multiple-class matching; light microscopy images; lung cancer lesions (en)
http://linked.open.../riv/klicoveSlovo	Nonrigid registration light microscopy images lung cancer lesions multiple-class matching superpixels
http://linked.open...ontrolniKodProRIV	[F6490DE8598C]
http://linked.open...v/mistoKonaniAkce	San Francisco
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2013 (ISBI2013)
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Automatic analysis of light and electron microscopy neuronal data
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Kybic, Jan Borovec, Jiří Bušta, Michal Munoz-Barrutia, A. Ortiz-de-Solorzano, C.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000326900100259
http://linked.open.../riv/zahajeniAkce	2013-04-07 (xsd:date)
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4673-6456-0
http://localhost/t...ganizacniJednotka	21230

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