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 …

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 …

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 …

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 …

Automated bone contour detection in ultrasound B‐mode images for minimally invasive registration in computer‐assisted surgery—an in vitro evaluation

J Kowal, C Amstutz, F Langlotz, H Talib… - … Journal of Medical …, 2007 - Wiley Online Library
Background Minimally invasive surgical interventions performed using computer‐assisted
surgery (CAS) systems require reliable registration methods for pre‐operatively acquired …

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 …

Bone surface localization in ultrasound using image phase-based features

I Hacihaliloglu, R Abugharbieh, AJ Hodgson… - Ultrasound in medicine …, 2009 - Elsevier
Current practice in orthopedic surgery relies on intraoperative fluoroscopy as the main
imaging modality for localization and visualization of bone tissue, fractures, implants and …

Automatic adaptive parameterization in local phase feature-based bone segmentation in ultrasound

I Hacihaliloglu, R Abugharbieh, AJ Hodgson… - Ultrasound in medicine …, 2011 - Elsevier
Intensity-invariant local phase features based on Log-Gabor filters have been recently
shown to produce highly accurate localizations of bone surfaces from three-dimensional (3 …

Automatic bone segmentation in ultrasound images using local phase features and dynamic programming

R Jia, SJ Mellon, S Hansjee, AP Monk… - 2016 IEEE 13th …, 2016 - ieeexplore.ieee.org
We present a novel method for bone structure segmentation in two-dimensional (2D)
ultrasound (US) images as a precursor to 3D bone surface reconstruction and registration …

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 …