Development of a fully automated graf standard plane and angle evaluation method for infant hip ultrasound scans

T Chen, Y Zhang, B Wang, J Wang, L Cui, J He, L Cong - Diagnostics, 2022 - mdpi.com
Background: Graf's method is currently the most commonly used ultrasound-based
technique for the diagnosis of developmental dysplasia of the hip (DDH). However, the …

Ultrasound-based 3D bone modelling in computer assisted orthopedic surgery–a review and future challenges

B Hohlmann, P Broessner… - Computer Assisted …, 2024 - Taylor & Francis
Computer-assisted orthopedic surgery requires precise representations of bone surfaces. To
date, computed tomography constitutes the gold standard, but comes with a number of …

[HTML][HTML] Segmentation of measurable images from standard plane of Graf hip ultrasonograms based on Mask Region-Based Convolutional Neural Network

A Sezer, HB Sezer - Joint Diseases and Related Surgery, 2023 - ncbi.nlm.nih.gov
Objectives This study proposed a Mask Region-Based Convolutional Neural Network (R-
CNN)-based automatic segmentation to accurately detect the measurable standard plane of …

Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip

A Kannan, A Hodgson, K Mulpuri, R Garbi - International Journal of …, 2021 - Springer
Purpose Estimating uncertainty in predictions made by neural networks is critically important
for increasing the trust medical experts have in automatic data analysis results. In …

Femur reconstruction in 3D ultrasound for orthopedic surgery planning

C Gebhardt, L Göttling, L Buchberger, C Ziegler… - International Journal of …, 2023 - Springer
Purpose Derotation varisation osteotomy of the proximal femur in pediatric patients usually
relies on 2-dimensional X-ray imaging, as CT and MRI still are disadvantageous when …

Paediatric hip ultrasound: the interpretation of quality, geometry, and morphology

M Donnan, N Anderson, M Hoq… - The Bone & Joint …, 2023 - boneandjoint.org.uk
Aims The aim of this study was to investigate the agreement in interpretation of the quality of
the paediatric hip ultrasound examination, the reliability of geometric and morphological …

Study on multiplanar measurements of infant hips with three‐dimensional ultrasonography

J He, L Cui, T Chen, X Lyu, J Yu, W Guo… - Journal of Clinical …, 2022 - Wiley Online Library
Purpose An automatic evaluation technology based on artificial intelligence and three‐
dimensional ultrasonography (3D US) is proposed for hip US inspection plane selection …

Deep Learning based Determination of Graf Standart Plane on Hip Ultrasound Scans

B Pelit, H Abay, BB Akkas… - 2024 32nd Signal …, 2024 - ieeexplore.ieee.org
Graf's ultrasonography (US) method is one of the most commonly used imaging techniques
for developmental dysplasia of the hip (DDH) and is universally accepted for the assessment …

[PDF][PDF] Ultrasound-based 3D reconstruction of the knee joint

B Hohlmann - 2024 - publications.rwth-aachen.de
In total knee arthroplasty (TKA), patient-specific treatment may play a vital role to improve
clinical outcomes. It requires 3D imaging of the knee, with computed tomography (CT) being …

Hip sonography according to graf

K Chlapoutakis, S Kolovos, A Tarrant… - … Dysplasia of the Hip …, 2022 - Springer
Since 1980, when first described, Graf's scanning technique has been considered the
ultrasonographic method of choice for the diagnosis of DDH, in both European and non …