Joint segmentation and differential diagnosis of thyroid nodule in contrast-enhanced ultrasound images
Objective: Microvascular perfusion can be observed in real time with contrast-enhanced
ultrasound (CEUS), which is a novel ultrasound technology for visualizing the dynamic …
ultrasound (CEUS), which is a novel ultrasound technology for visualizing the dynamic …
Hierarchical temporal attention network for thyroid nodule recognition using dynamic CEUS imaging
Contrast-enhanced ultrasound (CEUS) has emerged as a popular imaging modality in
thyroid nodule diagnosis due to its ability to visualize vascular distribution in real time …
thyroid nodule diagnosis due to its ability to visualize vascular distribution in real time …
Dynamic perfusion representation and aggregation network for nodule segmentation using contrast-enhanced us
Dynamic contrast-enhanced ultrasound (CEUS) imaging has been widely applied in lesion
detection and characterization, due to its offered real-time observation of microvascular …
detection and characterization, due to its offered real-time observation of microvascular …
Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks
Purpose Delineation of thyroid nodule boundaries from ultrasound images plays an
important role in calculation of clinical indices and diagnosis of thyroid diseases. However, it …
important role in calculation of clinical indices and diagnosis of thyroid diseases. However, it …
Automatic segmentation and classification of thyroid nodules in ultrasound images with convolutional neural networks
M Wang, C Yuan, D Wu, Y Zeng, S Zhong… - … , and Registration of Multi …, 2021 - Springer
Ultrasound image plays an important role in the diagnosis of thyroid disease. Accurate
segmentation and classification of thyroid nodules are challenging due to their …
segmentation and classification of thyroid nodules are challenging due to their …
Thyroid nodule segmentation and classification using deep convolutional neural network and rule-based classifiers
A Shahroudnejad, R Vega… - 2021 43rd Annual …, 2021 - ieeexplore.ieee.org
Thyroid cancer has a high prevalence all over the world. Accurate thyroid nodule diagnosis
can lead to effective treatment and decrease the mortality rate. Ultrasound imaging is a safe …
can lead to effective treatment and decrease the mortality rate. Ultrasound imaging is a safe …
Multi-class classification of thyroid nodules from automatic segmented ultrasound images: Hybrid ResNet based UNet convolutional neural network approach
Background and objectives Early detection and diagnosis of thyroid nodule types are
important because they can be treated more effectively in their early stages. The types of …
important because they can be treated more effectively in their early stages. The types of …
A novel model of thyroid nodule segmentation for ultrasound images
C Li, R Du, Q Luo, R Wang, X Ding - Ultrasound in Medicine & Biology, 2023 - Elsevier
Ultrasonography is regarded as an effective technique for the detection, diagnosis and
monitoring of thyroid nodules. Segmentation of thyroid nodules on ultrasound images is …
monitoring of thyroid nodules. Segmentation of thyroid nodules on ultrasound images is …
Transfer learning for automatic joint segmentation of thyroid and breast lesions from ultrasound images
J Ma, L Bao, Q Lou, D Kong - … journal of computer assisted radiology and …, 2022 - Springer
P urpose It plays a significant role to accurately and automatically segment lesions from
ultrasound (US) images in clinical application. Nevertheless, it is extremely challenging …
ultrasound (US) images in clinical application. Nevertheless, it is extremely challenging …
The auxiliary diagnosis of thyroid echogenic foci based on a deep learning segmentation model: A two-center study
Y Liu, C Chen, K Wang, M Zhang, Y Yan, L Sui… - European Journal of …, 2023 - Elsevier
Objective The aim of this study is to develop AI-assisted software incorporating a deep
learning (DL) model based on static ultrasound images. The software aims to aid physicians …
learning (DL) model based on static ultrasound images. The software aims to aid physicians …
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