GAN-based realistic bone ultrasound image and label synthesis for improved segmentation
To provide a safe alternative, for intra-operative fluoroscopy, ultrasound (US) has been
investigated as an alternative safe imaging modality for various computer assisted …
investigated as an alternative safe imaging modality for various computer assisted …
Deep learning techniques for bone surface delineation in ultrasound
For computer-assisted interventions in orthopedic surgery, automatic bone surface
delineation can be of great value. For instance, given such a method, an automatically …
delineation can be of great value. For instance, given such a method, an automatically …
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 …
these capabilities, it is considered a safe alternative to intra-operative fluoroscopy in various …
Generative approach for data augmentation for deep learning-based bone surface segmentation from ultrasound images
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 …
surgery. Recently, there is a move toward ultrasound imaging over plain radiographs (X …
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 …
research direction. However, the various problems of US imaging hinder the development of …
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 …
ultrasound-guided computer assisted orthopedic surgery field. These automatic …
Simultaneous segmentation and classification of bone surfaces from ultrasound using a multi-feature guided CNN
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 …
millimeters in thickness have hindered the success of ultrasound (US) guided computer …
[PDF][PDF] Spine surface segmentation from ultrasound using multi-feature guided CNN
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 …
ultrasound (US) guided computer assisted orthopedic surgery (CAOS) procedures. In this …
Robust real-time bone surfaces segmentation from ultrasound using a local phase tensor-guided CNN
Purpose Automatic bone surfaces segmentation is one of the fundamental tasks of
ultrasound (US)-guided computer-assisted orthopedic surgery procedures. However, due to …
ultrasound (US)-guided computer-assisted orthopedic surgery procedures. However, due to …
Pairwise attention-enhanced adversarial model for automatic bone segmentation in CT images
Objective. Bone segmentation is a critical step in screw placement navigation. Although the
deep learning methods have promoted the rapid development for bone segmentation, the …
deep learning methods have promoted the rapid development for bone segmentation, the …