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

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dc.contributor.authorMichoud, Loic
dc.contributor.authorHuang, Chao
dc.contributor.authorYatabe, Marilia
dc.contributor.authorRuellas, Antonio
dc.contributor.authorIoshida, Marcos
dc.contributor.authorPaniagua, Beatriz
dc.contributor.authorStyner, Martin
dc.contributor.authorGonçalves, João Roberto [UNESP]
dc.contributor.authorBianchi, Jonas [UNESP]
dc.contributor.authorCevidanes, Lucia
dc.contributor.authorPrieto, Juan Carlos
dc.contributor.institutionUniversity of Michigan
dc.contributor.institutionUniversity of North Carolina at Chapel Hill
dc.contributor.institutionInc.
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2019-10-06T17:14:04Z
dc.date.available2019-10-06T17:14:04Z
dc.date.issued2019-01-01
dc.description.abstractThis 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.en
dc.description.affiliationDept. of Orthodontics and Pediatric Dentistry University of Michigan, 1011 N University Ave
dc.description.affiliationDept. of Statistics and Operations Research University of North Carolina at Chapel Hill, Hanes Hall, Campus Box 3260
dc.description.affiliationKitware Inc., 101 East Weaver Street
dc.description.affiliationDept. of Pediatric Dentistry São Paulo State University (Unesp) School of Dentistry, 1680 Humaita St
dc.description.affiliationUnespDept. of Pediatric Dentistry São Paulo State University (Unesp) School of Dentistry, 1680 Humaita St
dc.identifierhttp://dx.doi.org/10.1117/12.2506032
dc.identifier.citationProgress in Biomedical Optics and Imaging - Proceedings of SPIE, v. 10953.
dc.identifier.doi10.1117/12.2506032
dc.identifier.issn1605-7422
dc.identifier.scopus2-s2.0-85068358193
dc.identifier.urihttp://hdl.handle.net/11449/190465
dc.language.isoeng
dc.relation.ispartofProgress in Biomedical Optics and Imaging - Proceedings of SPIE
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectBiomarkers
dc.subjectMeshes
dc.subjectOsteoarthritis
dc.subjectStatistics
dc.subjectTemporomandibular Joint Disorders
dc.subjectWeb-platform
dc.titleA web-based system for statistical shape analysis in temporomandibular joint osteoarthritisen
dc.typeTrabalho apresentado em evento

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