Computer-aided design (CAD)
Cranial implant design
Craniotomy
Machine learning
Patient-specific implants (PSI)
Skull
deep learning
Journal
Data in brief
ISSN: 2352-3409
Titre abrégé: Data Brief
Pays: Netherlands
ID NLM: 101654995
Informations de publication
Date de publication:
Dec 2021
Dec 2021
Historique:
received:
04
10
2021
accepted:
25
10
2021
entrez:
24
11
2021
pubmed:
25
11
2021
medline:
25
11
2021
Statut:
epublish
Résumé
In this article, we present a skull database containing 500 healthy skulls segmented from high-resolution head computed-tomography (CT) scans and 29 defective skulls segmented from craniotomy head CTs. Each healthy skull contains the complete anatomical structures of human skulls, including the cranial bones, facial bones and other subtle structures. For each craniotomy skull, a part of the cranial bone is missing, leaving a defect on the skull. The defects have various sizes, shapes and positions, depending on the specific pathological conditions of each patient. Along with each craniotomy skull, a cranial implant, which is designed manually by an expert and can fit with the defect, is provided. Considering the large volume of the healthy skull collection, the dataset can be used to study the geometry/shape variabilities of human skulls and create a robust statistical model of the shape of human skulls, which can be used for various tasks such as cranial implant design. The craniotomy collection can serve as an evaluation set for automatic cranial implant design algorithms.
Identifiants
pubmed: 34815988
doi: 10.1016/j.dib.2021.107524
pii: S2352-3409(21)00800-3
pmc: PMC8591340
doi:
Types de publication
Journal Article
Langues
eng
Pagination
107524Subventions
Organisme : Austrian Science Fund FWF
ID : KLI 678
Pays : Austria
Informations de copyright
© 2021 The Author(s).
Déclaration de conflit d'intérêts
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Références
Int J Comput Assist Radiol Surg. 2018 Apr;13(4):519-529
pubmed: 29080945
Med Image Anal. 2021 Oct;73:102171
pubmed: 34340106
Sci Data. 2021 Jan 29;8(1):36
pubmed: 33514740
PLoS One. 2015 May 18;10(5):e0127322
pubmed: 25992998
IEEE Trans Med Imaging. 2021 Sep;40(9):2329-2342
pubmed: 33939608
Data Brief. 2021 Feb 24;35:106902
pubmed: 33997188
Sci Rep. 2013;3:1364
pubmed: 23455483
Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:333-336
pubmed: 29059878