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

Biomarkers Meshes Osteoarthritis Statistics Temporomandibular Joint Disorders Web-platform

Journal

Proceedings of SPIE--the International Society for Optical Engineering
ISSN: 0277-786X
Titre abrégé: Proc SPIE Int Soc Opt Eng
Pays: United States
ID NLM: 101524122

Informations de publication

Date de publication:
Feb 2019
Historique:
entrez: 7 5 2019
pubmed: 7 5 2019
medline: 7 5 2019
Statut: ppublish

Résumé

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.

Identifiants

DOI: 10.1117/12.2506032 PMID: 31057201 PMC: PMC6494085
pubmed: 31057201
doi: 10.1117/12.2506032
pmc: PMC6494085
mid: NIHMS1021651
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : NIDCR NIH HHS
ID : R01 DE024450
Pays : United States
Organisme : NIDCR NIH HHS
ID : R03 DE018962
Pays : United States
Organisme : NIDCR NIH HHS
ID : R21 DE025306
Pays : United States

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Auteurs

Loic Michoud (L)

Dept. of Orthodontics and Pediatric Dentistry, University of Michigan, 1011 N University Ave, Ann Arbor, MI, USA 48109.

Chao Huang (C)

Dept. of Statistics and Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, Hanes Hall, Campus Box 3260, NC, USA 27599.

Marilia Yatabe (M)

Dept. of Orthodontics and Pediatric Dentistry, University of Michigan, 1011 N University Ave, Ann Arbor, MI, USA 48109.

Antonio Ruellas (A)

Dept. of Orthodontics and Pediatric Dentistry, University of Michigan, 1011 N University Ave, Ann Arbor, MI, USA 48109.

Marcos Ioshida (M)

Dept. of Orthodontics and Pediatric Dentistry, University of Michigan, 1011 N University Ave, Ann Arbor, MI, USA 48109.

Beatriz Paniagua (B)

Kitware, Inc., 101 East Weaver Street, Carrboro, NC, USA 25710.

Martin Styner (M)

Dept. of Statistics and Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, Hanes Hall, Campus Box 3260, NC, USA 27599.

João Roberto Gonçalves (JR)

Dept. of Pediatric Dentistry, Sao Paulo State University (Unesp), School of Dentistry 1680 Humaita St, Araraquara, SP, Brazil 14801-385.

Jonas Bianchi (J)

Dept. of Orthodontics and Pediatric Dentistry, University of Michigan, 1011 N University Ave, Ann Arbor, MI, USA 48109.
Dept. of Pediatric Dentistry, Sao Paulo State University (Unesp), School of Dentistry 1680 Humaita St, Araraquara, SP, Brazil 14801-385.

Lucia Cevidanes (L)

Dept. of Orthodontics and Pediatric Dentistry, University of Michigan, 1011 N University Ave, Ann Arbor, MI, USA 48109.

Juan-Carlos Prieto (JC)

Dept. of Statistics and Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, Hanes Hall, Campus Box 3260, NC, USA 27599.

Classifications MeSH