Shape morphing technique can accurately predict pelvic bone landmarks.
Anthropometry
CT data
DSP2 method
Geometry segmentation
Non-linear registration
Journal
International journal of legal medicine
ISSN: 1437-1596
Titre abrégé: Int J Legal Med
Pays: Germany
ID NLM: 9101456
Informations de publication
Date de publication:
Jul 2021
Jul 2021
Historique:
received:
01
07
2020
accepted:
04
01
2021
pubmed:
28
1
2021
medline:
25
9
2021
entrez:
27
1
2021
Statut:
ppublish
Résumé
Diffeomorphic shape registration allows for the seamless geometric alignment of shapes. In this study, we demonstrated the use of a registration algorithm to automatically seed anthropological landmarks on the CT images of the pelvis. We found a high correlation between manually and automatically seeded landmarks. The registration algorithm makes it possible to achieve a high degree of automation with the potential to reduce operator errors in the seeding of anthropological landmarks. The results of this study represent a promising step forward in effectively defining the anthropological measures of the human skeleton.
Identifiants
pubmed: 33502550
doi: 10.1007/s00414-021-02501-6
pii: 10.1007/s00414-021-02501-6
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1617-1626Subventions
Organisme : Univerzita Karlova v Praze
ID : SVV 260543/2020
Références
Bass W (2005) Missouri archaeological society, Human osteology: a laboratory and field manual, 5th edn. Missouri Archaeological Society, Columbia
White TD, Black MT, Folkens PA (2011) Human osteology. Academic press, Cambridge
Krishan K, Chatterjee PM, Kanchan T, Kaur S, Baryah N, Singh R (2016) A review of sex estimation techniques during examination of skeletal remains in forensic anthropology casework. Forensic Sci Int 261:165–e1
pubmed: 26926105
Bruzek J (2002) A method for visual determination of sex, using the human hip bone. Am J Phys Anthropol 117:157–168
pubmed: 11815949
Walker PL (2005) Greater sciatic notch morphology: sex, age, and population differences. Am J Phys Anthropol 127:385–391
pubmed: 15693026
Patriquin ML, Loth S, Steyn M (2003) Sexually dimorphic pelvic morphology in South African whites and blacks. Homo 53:255–262
pubmed: 12733399
King CA (1997) Osteometric assessment of 20th century skeletons from Thailand and Hong Kong. Universal–Publishers, Irvine
Enns-Bray W, Bahaloo H, Fleps I, Pauchard Y, Taghizadeh E, Sigurdsson S, Aspelund T, Büchler P, Harris TB, Gudnason V, Ferguson SJ, Pálsson H, Helgason B (2019) Biofidelic finite element models for accurately classifying hip fracture in a retrospective clinical study of elderly women from the ages reykjavik cohort. Bone 120:25–37
pubmed: 30240961
Franklin D, Cardini A, Flavel A, Marks MK (2014) Morphometric analysis of pelvic sexual dimorphism in a contemporary western Australian population. Int J Legal Med 128:861–872
pubmed: 24789357
Verhoff MA, Ramsthaler F, Krähahn J, Deml U, Gille RJ, Grabherr S, Thali M, Kreutz K (2008) Digital forensic osteology—possibilities in cooperation with the virtopsy® project. Forensic Sci Int 174:152–156
pubmed: 17451898
Sidler M, Jackowski C, Dirnhofer R, Vock P, Thali M (2007) Use of multislice computed tomography in disaster victim identification—advantages and limitations. Forensic Sci Int 169:118–128
pubmed: 16997522
Kuzminsky SC, Gardiner MS (2012) Three-dimensional laser scanning: potential uses for museum conservation and scientific research. J Archaeol Sci 39:2744–2751
Chapman T, Lefevre P, Semal P, Moiseev F, Sholukha V, Louryan S, Rooze M, Jan SVS (2014) Sex determination using the probabilistic sex diagnosis (dsp: Diagnose sexuelle probabiliste) tool in a virtual environment. Forensic Sci Int 234:189–e1
pubmed: 24290894
Mestekova S, Bruzek J, Veleminska J, Chaumoitre K (2015) A test of the dsp sexing method on ct images from a modern french sample. J Forensic Sci 60:1295–1299
pubmed: 26258990
Stull KE, Tise ML, Ali Z, Fowler DR (2014) Accuracy and reliability of measurements obtained from computed tomography 3d volume rendered images. Forensic Sci Int 238:133–140
pubmed: 24713466
Colman KL, van der Merwe AE, Stull KE, Dobbe JG, Streekstra GJ, van Rijn RR, Oostra R. -J., de Boer HH (2019a) The accuracy of 3d virtual bone models of the pelvis for morphological sex estimation. Int J Legal Med 133:1853–1860
pubmed: 30680527
pmcid: 6811666
Colman KL, de Boer HH, Dobbe JG, Liberton NP, Stull KE, van Eijnatten M, Streekstra GJ, Oostra R-J, van Rijn RR, van der Merwe AE (2019b) Virtual forensic anthropology: the accuracy of osteometric analysis of 3d bone models derived from clinical computed tomography (CT) scans. Forensic Sci Int 304:109963
pubmed: 31610335
Franklin D, Cardini A, Flavel A, Kuliukas A, Marks MK, Hart R, Oxnard C, O’Higgins P (2013) Concordance of traditional osteometric and volume-rendered msct interlandmark cranial measurements. Int J Legal Med 127:505–520
pubmed: 23052442
Aldridge K, Boyadjiev SA, Capone GT, DeLeon VB, Richtsmeier JT (2005) Precision and error of three-dimensional phenotypic measures acquired from 3dmd photogrammetric images. Am J Med Genet A 138:247–253
Klales AR, Ousley SD, Vollner JM (2012) A revised method of sexing the human innominate using phenice’s nonmetric traits and statistical methods. Am J Phys Anthropol 149:104–114
pubmed: 22714398
Tustison N, Cook PA, Klein A, Song G, Das SR, Duda JT, Kandel BM, van Strien N, Stone JR, Gee JC et al (2014) Large-scale evaluation of ants and freesurfer cortical thickness measurements. Neuroimage 99:166–179
pubmed: 24879923
Dogdas B, Chen A, Mehta S, Shah T, Robinson B, Xue D, Gleason A, Wise LD, Crawford R, Pak I et al (2015) Characterization of bone abnormalities from micro-CT images for evaluating drug toxicity in developmental and reproductive toxicology (dart) studies. In: 2015 IEEE 12th International symposium on biomedical imaging (ISBI). IEEE, pp 671-674
Ramme AJ, Voss K, Lesporis J, Lendhey MS, Coughlin TR, Strauss EJ, Kennedy OD (2017) Automated bone segmentation and surface evaluation of a small animal model of post-traumatic osteoarthritis. Ann Biomed Eng 45:1227–1235
pubmed: 28097525
Pauchard Y, Fitze T, Browarnik D, Eskandari A, Pauchard I, Enns-Bray W, Pálsson H, Sigurdsson S, Ferguson SJ, Harris TB et al (2016) Interactive graph-cut segmentation for fast creation of finite element models from clinical ct data for hip fracture prediction. Comput Methods Biomech Biomed Eng 19:1693–1703
Helgason B, Gilchrist S, Ariza O, Vogt P, Enns-Bray W, Widmer R, Fitze T, Pálsson H, Pauchard Y, Guy P et al (2016) The influence of the modulus–density relationship and the material mapping method on the simulated mechanical response of the proximal femur in side-ways fall loading configuration. Med Eng Phys 38:679–689
pubmed: 27185044
Avants BB, Schoenemann PT, Gee JC (2006) Lagrangian frame diffeomorphic image registration: morphometric comparison of human and chimpanzee cortex. Med Image Anal 10:397–412
pubmed: 15948659
Avants BB, Tustison N, Song G, Cook PA, Klein A, Gee JC (2011) A reproducible evaluation of ants similarity metric performance in brain image registration. Neuroimage 54:2033–2044
pubmed: 20851191
Avants BB, Tustison N, Song G (2009) Advanced normalization tools (ants). Insight J 2:1–35
Ahrens J, Geveci B, Law C (2005) Paraview: an end-user tool for large data visualization. The visualization handbook. p 717
Bruzek J, Santos F, Dutailly B, Murail P, Cunha E (2017) Validation and reliability of the sex estimation of the human os coxae using freely available dsp2 software for bioarchaeology and forensic anthropology. Am J Phys Anthropol 164:440–449
pubmed: 28714560
Quatrehomme G, Radoman I, Nogueira L, du Jardin P, Alunni V (2017) Sex determination using the dsp (probabilistic sex diagnosis) method on the coxal bone: efficiency of method according to number of available variables. Forensic Sci Int 272:190–193
pubmed: 27856048
Ulijaszek SJ, Kerr DA (1999) Anthropometric measurement error and the assessment of nutritional status. Br J Nutr 82:165–177
pubmed: 10655963
Goto R, CG NM-T (2007) Precision of measurement as a component of human variation. J Physiol Anthropol 26:253–256
pubmed: 17435374
Carsley S, Parkin PC, Tu K, Pullenayegum E, Persaud N, Maguire JL, Birken CS, TK Collaboration et al (2019) Reliability of routinely collected anthropometric measurements in primary care. BMC Med Res Methodol 19:84
pubmed: 31014250
pmcid: 6480730
Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, Blondel M, Prettenhofer P, Weiss R, Dubourg V, Vanderplas J, Passos A, Cournapeau D, Brucher M, Perrot M, Duchesnay E (2011) Scikit-learn: Machine learning in Python. J Mach Learn Res 12:2825–2830
Murail P, Bruzek J, Houët F., Cunha E (2005) Dsp: a tool for probabilistic sex diagnosis using worldwide variability in hip-bone measurements. Bulletins et Mé,moires de la Société d’Anthropologie de Paris. pp 167–176
Weinberg SM, Scott NM, Neiswanger K, Marazita ML (2005) Intraobserver error associated with measurements of the hand. Am J Human Biol 17:368–371
Kranioti EF, Št’ovíčková L, Karell MA, Bruzek J (2019) Sex estimation of os coxae using dsp2 software: a validation study of a greek sample. Forensic Sci Int 297:371–e1
pubmed: 30851999
Vacca E, Di Vella G (2012) Metric characterization of the human coxal bone on a recent italian sample and multivariate discriminant analysis to determine sex. Forensic Sci Int 222:401–e1
pubmed: 22770620
Paz AR, Banner J, Villa C (2019) Validity of the probabilistic sex diagnosis method (dsp) on 3d CT-scans from modern danish population. La Revue de Mé,decine Légale 10:43–49
Málková M, Parus J, Kolingerová I, Beneš B (2010) An intuitive polygon morphing. Vis Comput 26:205–215
Savonnet L, Duprey S, Jan SVS, Wang X (2019) Pelvis and femur shape prediction using principal component analysis for body model on seat comfort assessment. impact on the prediction of the used palpable anatomical landmarks as predictors. PloS One 14
Kai S, Sato T, Koga Y, Omori G, Kobayashi K, Sakamoto M, Tanabe Y (2014) Automatic construction of an anatomical coordinate system for three-dimensional bone models of the lower extremities–pelvis, femur, and tibia. J Biomech 47:1229–1233
pubmed: 24456665
Schumann S, Nolte L-P, Zheng G (2013) Comparison of partial least squares regression and principal component regression for pelvic shape prediction. J Biomech 46:197–199
pubmed: 23174420
Colman KL, Dobbe JG, Stull KE, Ruijter JM, Oostra R-J, Van Rijn RR, Van der Merwe AE, De Boer HH, Streekstra GJ (2017) The geometrical precision of virtual bone models derived from clinical computed tomography data for forensic anthropology. Int J Legal Med 131:1155–1163
pubmed: 28185072
pmcid: 5491564
Karakas HM, Harma A, Alicioglu B (2013) The subpubic angle in sex determination: anthropometric measurements and analyses on Anatolian Caucasians using multidetector computed tomography datasets. J Forensic Leg Med 20:1004–1009
pubmed: 24237808