Geometric learning and statistical modeling for surgical outcomes evaluation in craniosynostosis using 3D photogrammetry
C Elkhill, J Liu, MG Linguraru, S LeBeau… - Computer Methods and …, 2023 - Elsevier
Background and objective Accurate and repeatable detection of craniofacial landmarks is
crucial for automated quantitative evaluation of head development anomalies. Since …
crucial for automated quantitative evaluation of head development anomalies. Since …
[HTML][HTML] SHAPE: A visual computing pipeline for interactive landmarking of 3D photograms and patient reporting for assessing craniosynostosis
Abstract 3D photogrammetry is a cost-effective, non-invasive imaging modality that does not
require the use of ionizing radiation or sedation. Therefore, it is specifically valuable in …
require the use of ionizing radiation or sedation. Therefore, it is specifically valuable in …
Joint cranial bone labeling and landmark detection in pediatric CT images using context encoding
Image segmentation, labeling, and landmark detection are essential tasks for pediatric
craniofacial evaluation. Although deep neural networks have been recently adopted to …
craniofacial evaluation. Although deep neural networks have been recently adopted to …
Data-driven cranial suture growth model enables predicting phenotypes of craniosynostosis
J Liu, JH Froelicher, B French, MG Linguraru… - Scientific reports, 2023 - nature.com
We present the first data-driven pediatric model that explains cranial sutural growth in the
pediatric population. We segmented the cranial bones in the neurocranium from the cross …
pediatric population. We segmented the cranial bones in the neurocranium from the cross …
Early Bone and Suture Reformations in Different Cranial Regions After Cranial Vault Remodeling for Sagittal Craniosynostosis
S Chaisrisawadisuk, K Phakdeewisetkul… - Journal of …, 2025 - journals.lww.com
Cranial vault remodeling (CVR) is a common procedure for correcting sagittal
craniosynostosis. Some approaches leave significant craniectomy defects. The authors …
craniosynostosis. Some approaches leave significant craniectomy defects. The authors …
Long-term results of fronto-orbital advancement and remodeling using distraction osteogenesis in craniosynostosis patients
GO Kaplan, M Calis, KY Küçük, Hİ Altunbulak… - Journal of Cranio …, 2024 - Elsevier
In the initial report describing the fronto-orbital distraction technique, bone segments were
advanced preserving their attachments with the dura. This approach does not allow for the …
advanced preserving their attachments with the dura. This approach does not allow for the …
Characterization of cranial growth patterns using craniometric parameters and best-fit logarithmic growth curves
S Jeon, JH Chung, SH Baek, IH Yang, KY Choi… - Journal of Cranio …, 2024 - Elsevier
Few studies have reported a complete quantitative database of cranial growth, from infancy
to adulthood, as a reference through three-dimensional analysis. Our study aimed to …
to adulthood, as a reference through three-dimensional analysis. Our study aimed to …
Cranial bone thickness and density anomalies quantified from CT images can identify chronic increased intracranial pressure
Purpose The diagnosis of chronic increased intracranial pressure (IIP) is often based on
subjective evaluation or clinical metrics with low predictive value. We aimed to quantify …
subjective evaluation or clinical metrics with low predictive value. We aimed to quantify …
Personalized Phenotype Encoding and Prediction of Pathological Head Development from Cross-Sectional Images
C Elkhill, IA Cruz-Guerrero, J Liu… - 2024 20th …, 2024 - ieeexplore.ieee.org
Prediction of anatomical development plays a crucial role in the selection and planning of
pediatric surgical treatments. However, the rapid growth of young patients and the potential …
pediatric surgical treatments. However, the rapid growth of young patients and the potential …
Early Movement Matters: Examining the Influence of Early Postnatal Caregiving Experiences of Term Infants on Motor and Head Shape Outcomes Across Infancy
HE Beaton - 2023 - researchonline.nd.edu.au
The nurturing, handling and positioning exposures infants experience during daily
caregiving contribute to their physical, motor, cognitive and social–emotional development …
caregiving contribute to their physical, motor, cognitive and social–emotional development …