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Statistical shape analysis of gravid uteri throughout pregnancy by a ray description technique.
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- Author(s): Verwaerde J;Verwaerde J; Laforet J; Laforet J; Marque C; Marque C; Rassineux A; Rassineux A
- Source:
Medical & biological engineering & computing [Med Biol Eng Comput] 2021 Oct; Vol. 59 (10), pp. 2165-2183. Date of Electronic Publication: 2021 Sep 10.- Publication Type:
Journal Article- Language:
English - Source:
- Additional Information
- Source: Publisher: Springer Country of Publication: United States NLM ID: 7704869 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1741-0444 (Electronic) Linking ISSN: 01400118 NLM ISO Abbreviation: Med Biol Eng Comput Subsets: MEDLINE
- Publication Information: Publication: New York, NY : Springer
Original Publication: Stevenage, Eng., Peregrinus. - Subject Terms:
- Abstract: In order to study the anatomical variability of the uterus induced by pregnancy, a parametrization of gravid uterine geometry based on principal component analysis (PCA) is proposed. Corresponding meshes used for PCA are created by a ray description technique applied to a reference mesh. A smoothed voxel-based methodology is applied to determine the reference mesh from a database of 11 real shapes produced by the FEMONUM project. The ray-based correspondence technique is compared to two existing methods (He, Giessen) as well as a proposed mixed method. Principal component analysis results are based on a database of 11 existing shapes. Results of the parametrization show that 90% of the total variance of the database can be represented with four new shape parameters and that a wide spectrum of shapes can be generated. Graphical Abstract Proposed correspondence technique compared to existing methods.
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- Publication Date: Date Created: 20210910 Date Completed: 20210920 Latest Revision: 20210920
- Publication Date: 20221213
- Accession Number: 10.1007/s11517-021-02402-1
- Accession Number: 34505224
- Source:
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