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 …
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 …
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 …
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 …
surface segmentation networks often produce fragmented predictions that can hinder the …
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 …
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 …
Rethinking ultrasound augmentation: A physics-inspired approach
Medical Ultrasound (US), despite its wide use, is characterized by artefacts and operator
dependency. Those attributes hinder the gathering and utilization of US datasets for the …
dependency. Those attributes hinder the gathering and utilization of US datasets for the …
Deep learning based neural network application for automatic ultrasonic computed tomographic bone image segmentation
F Marwa, E Zahzah, K Bouallegue… - Multimedia Tools and …, 2022 - Springer
Deep-learning techniques have led to technological progress in the area of medical imaging
segmentation especially in the ultrasound domain. In this paper, the main goal of this study …
segmentation especially in the ultrasound domain. In this paper, the main goal of this study …
Patch-shuffle-based semi-supervised segmentation of bone computed tomography via consistent learning
Bone segmentation is essential in Computed Tomography (CT) imaging, which assists
physicians in diagnosing, planning operations, and evaluating treatment effects. A recent …
physicians in diagnosing, planning operations, and evaluating treatment effects. A recent …