3D Slicer Craniomaxillofacial Modules Support Patient-Specific Decision-Making for Personalized Healthcare in Dental Research.

Autor: Bianchi J; University of Michigan, 1011 North University Ave, Ann Arbor, MI 48109, USA., Paniagua B; Kitware Incorporation, Carrboro, NC 27510, USA., De Oliveira Ruellas AC; University of Michigan, 1011 North University Ave, Ann Arbor, MI 48109, USA., Fillion-Robin JC; Kitware Incorporation, Carrboro, NC 27510, USA., Prietro JC; University of North Carolina, Chapel Hill, NC 27599, USA., Gonçalves JR; São Paulo State University, Araraquara, SP 14801-903, Brazil., Hoctor J; Kitware Incorporation, Carrboro, NC 27510, USA., Yatabe M; University of Michigan, 1011 North University Ave, Ann Arbor, MI 48109, USA., Styner M; University of North Carolina, Chapel Hill, NC 27599, USA., Li T; University of North Carolina, Chapel Hill, NC 27599, USA., Gurgel ML; Federal University of Ceara, Fortaleza, CE 60020-181, Brazil., Chaves CM; Federal University of Ceara, Fortaleza, CE 60020-181, Brazil., Massaro C; University of São Paulo, Bauru, SP 17011-220, Brazil., Garib DG; University of São Paulo, Bauru, SP 17011-220, Brazil., Vilanova L; University of São Paulo, Bauru, SP 17011-220, Brazil., Castanha Henriques JF; University of São Paulo, Bauru, SP 17011-220, Brazil., Aliaga-Del Castillo A; University of São Paulo, Bauru, SP 17011-220, Brazil., Janson G; University of São Paulo, Bauru, SP 17011-220, Brazil., Iwasaki LR; Oregon Health & Science University, Portland, OR 97201, USA., Nickel JC; Oregon Health & Science University, Portland, OR 97201, USA., Evangelista K; Federal University of Goias, Goiania, GO 74690-900, Brazil., Cevidanes L; University of Michigan, 1011 North University Ave, Ann Arbor, MI 48109, USA.
Jazyk: angličtina
Zdroj: Multimodal learning for clinical decision support and clinical image-based procedures : 10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 4-8, .. [Multimodal Learn Clin Decis Support Clin Image Based Proc (2020)] 2020 Oct; Vol. 12445, pp. 44-53. Date of Electronic Publication: 2020 Oct 01.
DOI: 10.1007/978-3-030-60946-7_5
Abstrakt: The biggest challenge to improve the diagnosis and therapies of Craniomaxillofacial conditions is to translate algorithms and software developments towards the creation of holistic patient models. A complete picture of the individual patient for treatment planning and personalized healthcare requires a compilation of clinician-friendly algorithms to provide minimally invasive diagnostic techniques with multimodal image integration and analysis. We describe here the implementation of the open-source Craniomaxillofacial module of the 3D Slicer software, as well as its clinical applications. This paper proposes data management approaches for multisource data extraction, registration, visualization, and quantification. These applications integrate medical images with clinical and biological data analytics, user studies, and other heterogeneous data.
Databáze: MEDLINE