Literature DB >> 27383684

Analyzing infant head flatness and asymmetry using kernel density estimation of directional surface data from a craniofacial 3D model.

Ville Vuollo1,2,3, Lasse Holmström4, Henri Aarnivala5,6,7, Virpi Harila8,5, Tuomo Heikkinen8,5, Pertti Pirttiniemi8,5, Arja Marita Valkama5,6,7.   

Abstract

Infant skull deformation is analyzed using the distribution of head normal vector directions computed from a 3D image. Severity of flatness and asymmetry are quantified by functionals of the kernel estimate of the normal vector direction density. Using image data from 99 infants and clinical deformation ratings made by experts, our approach is compared with some recently suggested methods. The results show that the proposed method performs competitively.
Copyright © 2016 John Wiley & Sons, Ltd. Copyright © 2016 John Wiley & Sons, Ltd.

Entities:  

Keywords:  3D shape analysis; 3D surface imaging; directional statistics; head shape; kernel density estimation; spherical data

Mesh:

Year:  2016        PMID: 27383684     DOI: 10.1002/sim.7032

Source DB:  PubMed          Journal:  Stat Med        ISSN: 0277-6715            Impact factor:   2.373


  5 in total

1.  The course of positional cranial deformation from 3 to 12 months of age and associated risk factors: a follow-up with 3D imaging.

Authors:  Henri Aarnivala; Ville Vuollo; Virpi Harila; Tuomo Heikkinen; Pertti Pirttiniemi; Lasse Holmström; A Marita Valkama
Journal:  Eur J Pediatr       Date:  2016-09-13       Impact factor: 3.183

2.  A 3D Follow-Up Study of Cranial Asymmetry from Early Infancy to Toddler Age after Preterm versus Term Birth.

Authors:  Anniina M Launonen; Henri Aarnivala; Panagiotis Kyteas; Ville Vuollo; Tuomo Heikkinen; Chung H Kau; Pertti Pirttiniemi; Virpi Harila; A Marita Valkama
Journal:  J Clin Med       Date:  2019-10-11       Impact factor: 4.241

3.  A Novel Fault Diagnosis Method of Rolling Bearings Based on AFEWT-KDEMI.

Authors:  Mingtao Ge; Jie Wang; Fangfang Zhang; Ke Bai; Xiangyang Ren
Journal:  Entropy (Basel)       Date:  2018-06-11       Impact factor: 2.524

4.  Spherical harmonics to quantify cranial asymmetry in deformational plagiocephaly.

Authors:  Jonas Grieb; Inés Barbero-García; José Luis Lerma
Journal:  Sci Rep       Date:  2022-01-07       Impact factor: 4.379

5.  Craniofacial Asymmetry from One to Three Years of Age: A Prospective Cohort Study with 3D Imaging.

Authors:  Anniina M Launonen; Ville Vuollo; Henri Aarnivala; Tuomo Heikkinen; Pertti Pirttiniemi; A Marita Valkama; Virpi Harila
Journal:  J Clin Med       Date:  2019-12-27       Impact factor: 4.241

  5 in total

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