Segmentation of bone marrow biopsies by mathematical morphology in color spaces

Autores
Pastore, Juan Ignacio; Bouchet, Agustina; Moler, Emilce Graciela; Ballarin, Virginia Laura
Año de publicación
2013
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Anatomic and pathologic reports of histological slides give results indicating the presence of trabeculae, hematopoietic and fat cells. This allows evaluating the grade of some metabolic disorder, comparing normal values with pathological ones. Generally, quantifications are carried out by simple visual inspection presenting big inter-and intra-user differences. This work presents an automatic method for detecting different types of tissues in bone marrow biopsies using Mathematical Morphology in color spaces, in order to determine the marrow cellularity accurately. The method was tested with 30 images of bone marrow biopsies presenting different distributions of cellularity.
Fil: Pastore, Juan Ignacio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata; Argentina. Universidad Nacional de Mar del Plata. Facultad de Ingeniería. Departamento de Electronica; Argentina
Fil: Bouchet, Agustina. Universidad Nacional de Mar del Plata. Facultad de Ingeniería; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata; Argentina
Fil: Moler, Emilce Graciela. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata; Argentina. Universidad Nacional de Mar del Plata. Facultad de Ingeniería; Argentina
Fil: Ballarin, Virginia Laura. Universidad Nacional de Mar del Plata. Facultad de Ingeniería. Departamento de Ingeniería Eléctrica; Argentina
Materia
BONE MARROW BIOPSIES
SEGMENTATION
MATHEMATICAL MORPHOLOGY
COLOR SPACES
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/100500
Acceder
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network_name_str CONICET Digital (CONICET)
spelling Segmentation of bone marrow biopsies by mathematical morphology in color spacesSegmentación de biopsias de médula ósea mediante morfología matemática colorPastore, Juan IgnacioBouchet, AgustinaMoler, Emilce GracielaBallarin, Virginia LauraBONE MARROW BIOPSIESSEGMENTATIONMATHEMATICAL MORPHOLOGYCOLOR SPACEShttps://purl.org/becyt/ford/2.2https://purl.org/becyt/ford/2Anatomic and pathologic reports of histological slides give results indicating the presence of trabeculae, hematopoietic and fat cells. This allows evaluating the grade of some metabolic disorder, comparing normal values with pathological ones. Generally, quantifications are carried out by simple visual inspection presenting big inter-and intra-user differences. This work presents an automatic method for detecting different types of tissues in bone marrow biopsies using Mathematical Morphology in color spaces, in order to determine the marrow cellularity accurately. The method was tested with 30 images of bone marrow biopsies presenting different distributions of cellularity.Fil: Pastore, Juan Ignacio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata; Argentina. Universidad Nacional de Mar del Plata. Facultad de Ingeniería. Departamento de Electronica; ArgentinaFil: Bouchet, Agustina. Universidad Nacional de Mar del Plata. Facultad de Ingeniería; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata; ArgentinaFil: Moler, Emilce Graciela. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata; Argentina. Universidad Nacional de Mar del Plata. Facultad de Ingeniería; ArgentinaFil: Ballarin, Virginia Laura. Universidad Nacional de Mar del Plata. Facultad de Ingeniería. Departamento de Ingeniería Eléctrica; ArgentinaInstitute of Electrical and Electronics Engineers2013-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/100500Pastore, Juan Ignacio; Bouchet, Agustina; Moler, Emilce Graciela; Ballarin, Virginia Laura; Segmentation of bone marrow biopsies by mathematical morphology in color spaces; Institute of Electrical and Electronics Engineers; IEEE Latin America Transactions; 11; 1; 2-2013; 335-3391548-0992CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/http://www.ewh.ieee.org/reg/9/etrans/ieee/issues/vol11/vol11issue1Feb.2013/57Pastore.htminfo:eu-repo/semantics/altIdentifier/url/http://www.ewh.ieee.org/reg/9/etrans/ieee/issues/vol11/vol11issue1Feb.2013/11TLA1_57Pastore.pdfinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T09:38:31Zoai:ri.conicet.gov.ar:11336/100500instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 09:38:31.389CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Segmentation of bone marrow biopsies by mathematical morphology in color spaces
Segmentación de biopsias de médula ósea mediante morfología matemática color
title Segmentation of bone marrow biopsies by mathematical morphology in color spaces
spellingShingle Segmentation of bone marrow biopsies by mathematical morphology in color spaces
Pastore, Juan Ignacio
BONE MARROW BIOPSIES
SEGMENTATION
MATHEMATICAL MORPHOLOGY
COLOR SPACES
title_short Segmentation of bone marrow biopsies by mathematical morphology in color spaces
title_full Segmentation of bone marrow biopsies by mathematical morphology in color spaces
title_fullStr Segmentation of bone marrow biopsies by mathematical morphology in color spaces
title_full_unstemmed Segmentation of bone marrow biopsies by mathematical morphology in color spaces
title_sort Segmentation of bone marrow biopsies by mathematical morphology in color spaces
dc.creator.none.fl_str_mv Pastore, Juan Ignacio
Bouchet, Agustina
Moler, Emilce Graciela
Ballarin, Virginia Laura
author Pastore, Juan Ignacio
author_facet Pastore, Juan Ignacio
Bouchet, Agustina
Moler, Emilce Graciela
Ballarin, Virginia Laura
author_role author
author2 Bouchet, Agustina
Moler, Emilce Graciela
Ballarin, Virginia Laura
author2_role author
author
author
dc.subject.none.fl_str_mv BONE MARROW BIOPSIES
SEGMENTATION
MATHEMATICAL MORPHOLOGY
COLOR SPACES
topic BONE MARROW BIOPSIES
SEGMENTATION
MATHEMATICAL MORPHOLOGY
COLOR SPACES
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.2
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv Anatomic and pathologic reports of histological slides give results indicating the presence of trabeculae, hematopoietic and fat cells. This allows evaluating the grade of some metabolic disorder, comparing normal values with pathological ones. Generally, quantifications are carried out by simple visual inspection presenting big inter-and intra-user differences. This work presents an automatic method for detecting different types of tissues in bone marrow biopsies using Mathematical Morphology in color spaces, in order to determine the marrow cellularity accurately. The method was tested with 30 images of bone marrow biopsies presenting different distributions of cellularity.
Fil: Pastore, Juan Ignacio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata; Argentina. Universidad Nacional de Mar del Plata. Facultad de Ingeniería. Departamento de Electronica; Argentina
Fil: Bouchet, Agustina. Universidad Nacional de Mar del Plata. Facultad de Ingeniería; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata; Argentina
Fil: Moler, Emilce Graciela. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata; Argentina. Universidad Nacional de Mar del Plata. Facultad de Ingeniería; Argentina
Fil: Ballarin, Virginia Laura. Universidad Nacional de Mar del Plata. Facultad de Ingeniería. Departamento de Ingeniería Eléctrica; Argentina
description Anatomic and pathologic reports of histological slides give results indicating the presence of trabeculae, hematopoietic and fat cells. This allows evaluating the grade of some metabolic disorder, comparing normal values with pathological ones. Generally, quantifications are carried out by simple visual inspection presenting big inter-and intra-user differences. This work presents an automatic method for detecting different types of tissues in bone marrow biopsies using Mathematical Morphology in color spaces, in order to determine the marrow cellularity accurately. The method was tested with 30 images of bone marrow biopsies presenting different distributions of cellularity.
publishDate 2013
dc.date.none.fl_str_mv 2013-02
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/100500
Pastore, Juan Ignacio; Bouchet, Agustina; Moler, Emilce Graciela; Ballarin, Virginia Laura; Segmentation of bone marrow biopsies by mathematical morphology in color spaces; Institute of Electrical and Electronics Engineers; IEEE Latin America Transactions; 11; 1; 2-2013; 335-339
1548-0992
CONICET Digital
CONICET
url http://hdl.handle.net/11336/100500
identifier_str_mv Pastore, Juan Ignacio; Bouchet, Agustina; Moler, Emilce Graciela; Ballarin, Virginia Laura; Segmentation of bone marrow biopsies by mathematical morphology in color spaces; Institute of Electrical and Electronics Engineers; IEEE Latin America Transactions; 11; 1; 2-2013; 335-339
1548-0992
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://www.ewh.ieee.org/reg/9/etrans/ieee/issues/vol11/vol11issue1Feb.2013/57Pastore.htm
info:eu-repo/semantics/altIdentifier/url/http://www.ewh.ieee.org/reg/9/etrans/ieee/issues/vol11/vol11issue1Feb.2013/11TLA1_57Pastore.pdf
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.070432

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