Ultrasound imaging and segmentation of bone surfaces: A review

I Hacihaliloglu - Technology, 2017 - World Scientific
Due to its real-time, non-radiation based three-dimensional (3D) imaging capabilities,
ultrasound (US) has been incorporated into various orthopedic procedures. However …

Ultrasound bone segmentation: A scoping review of techniques and validation practices

PU Pandey, N Quader, P Guy, R Garbi… - Ultrasound in Medicine & …, 2020 - Elsevier
Ultrasound bone segmentation is an important yet challenging task for many clinical
applications. Several works have emerged attempting to improve and automate bone …

FCN-based approach for the automatic segmentation of bone surfaces in ultrasound images

M Villa, G Dardenne, M Nasan, H Letissier… - International journal of …, 2018 - Springer
Purpose A new algorithm, based on fully convolutional networks (FCN), is proposed for the
automatic localization of the bone interface in ultrasound (US) images. The aim of this paper …

Ultrasound aided vertebral level localization for lumbar surgery

N Baka, S Leenstra… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Localization of the correct vertebral level for surgical entry during lumbar hernia surgery is
not straightforward. In this paper, we develop and evaluate a solution using free-hand 2-D …

Generative approach for data augmentation for deep learning-based bone surface segmentation from ultrasound images

A Zaman, SH Park, H Bang, C Park, I Park… - International journal of …, 2020 - Springer
Purpose Precise localization of cystic bone lesions is crucial for osteolytic bone tumor
surgery. Recently, there is a move toward ultrasound imaging over plain radiographs (X …

Fast and automatic bone segmentation and registration of 3D ultrasound to CT for the full pelvic anatomy: a comparative study

P Pandey, P Guy, AJ Hodgson… - International journal of …, 2018 - Springer
Purpose Ultrasound (US) is a safer alternative to X-rays for bone imaging, and its popularity
for orthopedic surgical navigation is growing. Routine use of intraoperative US for navigation …

Automatic evaluation of scan adequacy and dysplasia metrics in 2-D ultrasound images of the neonatal hip

N Quader, AJ Hodgson, K Mulpuri, E Schaeffer… - Ultrasound in medicine …, 2017 - Elsevier
Ultrasound (US) imaging of an infant's hip joint is widely used for early detection of
developmental dysplasia of the hip. In current US-based diagnosis of developmental …

Enhancement of bone shadow region using local phase-based ultrasound transmission maps

I Hacihaliloglu - International journal of computer assisted radiology …, 2017 - Springer
Purpose Ultrasound is increasingly being employed in different orthopedic procedures as an
imaging modality for real-time guidance. Nevertheless, low signal-to-noise-ratio and …

Random forest-based bone segmentation in ultrasound

N Baka, S Leenstra, T van Walsum - Ultrasound in medicine & biology, 2017 - Elsevier
Ultrasound (US) imaging is a safe alternative to radiography for guidance during minimally
invasive orthopedic procedures. However, ultrasound is challenging to interpret because of …

Impact of scan quality on AI assessment of hip dysplasia ultrasound

AR Hareendranathan, B Chahal, S Ghasseminia… - Journal of …, 2022 - Springer
Aims Early diagnosis of developmental dysplasia of the hip (DDH) using ultrasound (US) is
safe, effective and inexpensive, but requires high-quality scans. The effect of scan quality on …