Registration of multiple stained histological sections
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00211380" target="_blank" >RIV/68407700:21230/13:00211380 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Registration of multiple stained histological sections
Original language 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, wepresent 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 improvedmatching on both synthetic as well as real histological images of cancer lesions.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GAP202%2F11%2F0111" target="_blank" >GAP202/11/0111: Automatic analysis of light and electron microscopy neuronal data</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2013 (ISBI2013)
ISBN
978-1-4673-6456-0
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
1034-1037
Publisher name
IEEE
Place of publication
New York
Event location
San Francisco
Event date
Apr 7, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000326900100259