Measuring Maximum Head Circumference Within the Picture Archiving and Communication System: A Fully Automatic Approach.
PACS
automatic diagnosis
clinical imaging methods
maximum head circumference
medical imaging
Journal
Frontiers in pediatrics
ISSN: 2296-2360
Titre abrégé: Front Pediatr
Pays: Switzerland
ID NLM: 101615492
Informations de publication
Date de publication:
2021
2021
Historique:
received:
19
09
2020
accepted:
09
06
2021
entrez:
5
8
2021
pubmed:
6
8
2021
medline:
6
8
2021
Statut:
epublish
Résumé
This study describes an automatic technique to accurately determine the maximum head circumference (MHC) measurement from MRI studies within the Picture Archiving and Communications System, and can automatically add this measurement to the final radiology report. Participants were selected through a retrospective chart review of patients referred to the neurosurgery clinic. Forty-nine pediatric patients with ages ranging from 5 months to 11 years were included in the study. We created 14 printed ring structures to mirror the head circumference values at various ages along the x-axis of the Nellhaus chart. The 3D-printed structures were used to create MRI phantoms. Analytical obtainment of circumference values from the 3D objects and phantom images allowed for a fair estimation and correction of errors on the image-based-measuring instrument. Then, standard manual MHC measurements were performed and compared to values obtained from the patients' MRI T1 images using the tuned instrument proposed in this document. A
Identifiants
pubmed: 34350141
doi: 10.3389/fped.2021.608122
pmc: PMC8326831
doi:
Types de publication
Journal Article
Langues
eng
Pagination
608122Informations de copyright
Copyright © 2021 Yepes-Calderon, Wihardja, Sloan, Kim, Nelson and McComb.
Déclaration de conflit d'intérêts
Strategic Business Platforms LLC employs FY-C since September 2019 after five years of research at the Neurosurgery Division of the Children's Hospitals Los Angeles. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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