Automatic segmentation of bone surfaces from ultrasound using a filter-layer-guided CNN

AZ Alsinan, VM Patel, I Hacihaliloglu - International journal of computer …, 2019 - Springer
Purpose Ultrasound (US) provides real-time, two-/three-dimensional safe imaging. Due to
these capabilities, it is considered a safe alternative to intra-operative fluoroscopy in various …

Robust real-time bone surfaces segmentation from ultrasound using a local phase tensor-guided CNN

P Wang, M Vives, VM Patel, I Hacihaliloglu - International Journal of …, 2020 - Springer
Purpose Automatic bone surfaces segmentation is one of the fundamental tasks of
ultrasound (US)-guided computer-assisted orthopedic surgery procedures. However, due to …

Simultaneous segmentation and classification of bone surfaces from ultrasound using a multi-feature guided CNN

P Wang, VM Patel, I Hacihaliloglu - … 16-20, 2018, Proceedings, Part IV 11, 2018 - Springer
Various imaging artifacts, low signal-to-noise ratio, and bone surfaces appearing several
millimeters in thickness have hindered the success of ultrasound (US) guided computer …

An efficient end-to-end CNN for segmentation of bone surfaces from ultrasound

K Luan, Z Li, J Li - Computerized Medical Imaging and Graphics, 2020 - Elsevier
The application of ultrasound (US) imaging in orthopedic surgery has always been a
research direction. However, the various problems of US imaging hinder the development of …

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 …

GAN-based realistic bone ultrasound image and label synthesis for improved segmentation

AZ Alsinan, C Rule, M Vives, VM Patel… - … Image Computing and …, 2020 - Springer
To provide a safe alternative, for intra-operative fluoroscopy, ultrasound (US) has been
investigated as an alternative safe imaging modality for various computer assisted …

Graphical modeling of ultrasound propagation in tissue for automatic bone segmentation

F Ozdemir, E Ozkan, O Goksel - … , Athens, Greece, October 17-21, 2016 …, 2016 - Springer
Bone surface identification and localization in ultrasound have been widely studied in the
contexts of computer-assisted orthopedic surgeries, trauma diagnosis, and post-operative …

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 …

Orientation-guided graph convolutional network for bone surface segmentation

A Rahman, WGC Bandara, JMJ Valanarasu… - … Conference on Medical …, 2022 - Springer
Due to imaging artifacts and low signal-to-noise ratio in ultrasound images, automatic bone
surface segmentation networks often produce fragmented predictions that can hinder the …

Confidence weighted local phase features for robust bone surface segmentation in ultrasound

N Quader, A Hodgson, R Abugharbieh - Clinical Image-Based Procedures …, 2014 - Springer
Ultrasound (US) image guidance in orthopaedic surgery is emerging as a viable non-
invasive alternative to the currently dominant radiation-based modalities. Though it offers …