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 …

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 …

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 …

[PDF][PDF] Spine surface segmentation from ultrasound using multi-feature guided CNN

A Alsinan, M Vives, V Patel, I Hacihaliloglu - CAOS, 2019 - easychair.org
Accurate, robust, and real-time segmentation of bone surfaces is an essential objective for
ultrasound (US) guided computer assisted orthopedic surgery (CAOS) procedures. In this …

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 …

Improved automatic bone segmentation using large-scale simulated ultrasound data to segment real ultrasound bone surface data

H Patel, I Hacihaliloglu - 2020 IEEE 20th International …, 2020 - ieeexplore.ieee.org
Automatic segmentation of bone surfaces from ultrasound images is of great interest in the
ultrasound-guided computer assisted orthopedic surgery field. These automatic …

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 …

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 …

Machine learning based bone segmentation in ultrasound

N Baka, S Leenstra, T van Walsum - … and Challenge, CSI 2016, Held in …, 2016 - Springer
Ultrasound (US) guidance is of increasing interest for minimally invasive procedures in
orthopedics due to its safety and cost benefits. However, bone segmentation from US …