A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis

Detalhes bibliográficos
Autor(a) principal: Michoud, Loic
Data de Publicação: 2019
Outros Autores: Huang, Chao, Yatabe, Marilia, Ruellas, Antonio, Ioshida, Marcos, Paniagua, Beatriz, Styner, Martin, Gonçalves, João Roberto [UNESP], Bianchi, Jonas [UNESP], Cevidanes, Lucia, Prieto, Juan Carlos
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1117/12.2506032
http://hdl.handle.net/11449/190465
Resumo: This study presents a web-system repository: Data Storage for Computation and Integration (DSCI) for Osteoarthritis of the temporomandibular joint (TMJ OA). This environment aims to maintain and allow contributions to the database from multi-clinical centers and compute novel statistics for disease classification. For this purpose, imaging datasets stored in the DSCI consisted of three-dimensional (3D) surface meshes of condyles from CBCT, clinical markers and biological markers in healthy and TMJ OA subjects. A clusterpost package was included in the web platform to be able to execute the jobs in remote computing grids. The DSCI application allowed runs of statistical packages, such as the Multivariate Functional Shape Data Analysis to compute global correlations between covariates and the morphological variability, as well as local p-values in the 3D condylar morphology. In conclusion, the DSCI allows interactive advanced statistical tools for non-statistical experts.
id UNSP_241a88ccfb43175251c37532c7b1b439
oai_identifier_str oai:repositorio.unesp.br:11449/190465
network_acronym_str UNSP
network_name_str Repositório Institucional da UNESP
repository_id_str 2946
spelling A web-based system for statistical shape analysis in temporomandibular joint osteoarthritisBiomarkersMeshesOsteoarthritisStatisticsTemporomandibular Joint DisordersWeb-platformThis study presents a web-system repository: Data Storage for Computation and Integration (DSCI) for Osteoarthritis of the temporomandibular joint (TMJ OA). This environment aims to maintain and allow contributions to the database from multi-clinical centers and compute novel statistics for disease classification. For this purpose, imaging datasets stored in the DSCI consisted of three-dimensional (3D) surface meshes of condyles from CBCT, clinical markers and biological markers in healthy and TMJ OA subjects. A clusterpost package was included in the web platform to be able to execute the jobs in remote computing grids. The DSCI application allowed runs of statistical packages, such as the Multivariate Functional Shape Data Analysis to compute global correlations between covariates and the morphological variability, as well as local p-values in the 3D condylar morphology. In conclusion, the DSCI allows interactive advanced statistical tools for non-statistical experts.Dept. of Orthodontics and Pediatric Dentistry University of Michigan, 1011 N University AveDept. of Statistics and Operations Research University of North Carolina at Chapel Hill, Hanes Hall, Campus Box 3260Kitware Inc., 101 East Weaver StreetDept. of Pediatric Dentistry São Paulo State University (Unesp) School of Dentistry, 1680 Humaita StDept. of Pediatric Dentistry São Paulo State University (Unesp) School of Dentistry, 1680 Humaita StUniversity of MichiganUniversity of North Carolina at Chapel HillInc.Universidade Estadual Paulista (Unesp)Michoud, LoicHuang, ChaoYatabe, MariliaRuellas, AntonioIoshida, MarcosPaniagua, BeatrizStyner, MartinGonçalves, João Roberto [UNESP]Bianchi, Jonas [UNESP]Cevidanes, LuciaPrieto, Juan Carlos2019-10-06T17:14:04Z2019-10-06T17:14:04Z2019-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjecthttp://dx.doi.org/10.1117/12.2506032Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v. 10953.1605-7422http://hdl.handle.net/11449/19046510.1117/12.25060322-s2.0-85068358193Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengProgress in Biomedical Optics and Imaging - Proceedings of SPIEinfo:eu-repo/semantics/openAccess2024-09-26T14:22:32Zoai:repositorio.unesp.br:11449/190465Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-09-26T14:22:32Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
title A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
spellingShingle A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
Michoud, Loic
Biomarkers
Meshes
Osteoarthritis
Statistics
Temporomandibular Joint Disorders
Web-platform
title_short A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
title_full A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
title_fullStr A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
title_full_unstemmed A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
title_sort A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
author Michoud, Loic
author_facet Michoud, Loic
Huang, Chao
Yatabe, Marilia
Ruellas, Antonio
Ioshida, Marcos
Paniagua, Beatriz
Styner, Martin
Gonçalves, João Roberto [UNESP]
Bianchi, Jonas [UNESP]
Cevidanes, Lucia
Prieto, Juan Carlos
author_role author
author2 Huang, Chao
Yatabe, Marilia
Ruellas, Antonio
Ioshida, Marcos
Paniagua, Beatriz
Styner, Martin
Gonçalves, João Roberto [UNESP]
Bianchi, Jonas [UNESP]
Cevidanes, Lucia
Prieto, Juan Carlos
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv University of Michigan
University of North Carolina at Chapel Hill
Inc.
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Michoud, Loic
Huang, Chao
Yatabe, Marilia
Ruellas, Antonio
Ioshida, Marcos
Paniagua, Beatriz
Styner, Martin
Gonçalves, João Roberto [UNESP]
Bianchi, Jonas [UNESP]
Cevidanes, Lucia
Prieto, Juan Carlos
dc.subject.por.fl_str_mv Biomarkers
Meshes
Osteoarthritis
Statistics
Temporomandibular Joint Disorders
Web-platform
topic Biomarkers
Meshes
Osteoarthritis
Statistics
Temporomandibular Joint Disorders
Web-platform
description This study presents a web-system repository: Data Storage for Computation and Integration (DSCI) for Osteoarthritis of the temporomandibular joint (TMJ OA). This environment aims to maintain and allow contributions to the database from multi-clinical centers and compute novel statistics for disease classification. For this purpose, imaging datasets stored in the DSCI consisted of three-dimensional (3D) surface meshes of condyles from CBCT, clinical markers and biological markers in healthy and TMJ OA subjects. A clusterpost package was included in the web platform to be able to execute the jobs in remote computing grids. The DSCI application allowed runs of statistical packages, such as the Multivariate Functional Shape Data Analysis to compute global correlations between covariates and the morphological variability, as well as local p-values in the 3D condylar morphology. In conclusion, the DSCI allows interactive advanced statistical tools for non-statistical experts.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-06T17:14:04Z
2019-10-06T17:14:04Z
2019-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1117/12.2506032
Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v. 10953.
1605-7422
http://hdl.handle.net/11449/190465
10.1117/12.2506032
2-s2.0-85068358193
url http://dx.doi.org/10.1117/12.2506032
http://hdl.handle.net/11449/190465
identifier_str_mv Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v. 10953.
1605-7422
10.1117/12.2506032
2-s2.0-85068358193
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Progress in Biomedical Optics and Imaging - Proceedings of SPIE
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
_version_ 1813546404278173696

Registros relacionados