A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
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Data
2019-01-01
Autores
Michoud, Loic
Huang, Chao
Yatabe, Marilia
Ruellas, Antonio
Ioshida, Marcos
Paniagua, Beatriz
Styner, Martin
Gonçalves, João Roberto [UNESP]
Bianchi, Jonas [UNESP]
Cevidanes, Lucia
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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.
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Biomarkers, Meshes, Osteoarthritis, Statistics, Temporomandibular Joint Disorders, Web-platform
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Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v. 10953.