TransFSM: Fetal anatomy segmentation and biometric measurement in ultrasound images using a hybrid transformer
Biometric parameter measurements are powerful tools for evaluating a fetus's gestational
age, growth pattern, and abnormalities in a 2D ultrasound. However, it is still challenging to …
age, growth pattern, and abnormalities in a 2D ultrasound. However, it is still challenging to …
ESKNet: An enhanced adaptive selection kernel convolution for ultrasound breast tumors segmentation
Breast cancer has become one of the most dreaded diseases that can threaten the life of
any woman. Accurate target lesion segmentation is essential for early clinical intervention …
any woman. Accurate target lesion segmentation is essential for early clinical intervention …
Medical image segmentation based on dynamic positioning and region-aware attention
Z Huang, S Cheng, L Wang - Pattern Recognition, 2024 - Elsevier
Transformer has already proven its ability to model long-distance dependencies. However,
medical images have strong local structures. Directly using Transformer to extract features …
medical images have strong local structures. Directly using Transformer to extract features …
A cascaded framework with cross-modality transfer learning for whole heart segmentation
Automatic and accurate segmentation of the whole heart structure from 3D cardiac images
plays an important role in hel** physicians diagnose and treat cardiovascular disease …
plays an important role in hel** physicians diagnose and treat cardiovascular disease …
Balanced feature fusion collaborative training for semi-supervised medical image segmentation
Collaborative learning is a fundamental component of consistency learning. It has been
extensively utilized in semi-supervised medical image segmentation, primarily based on the …
extensively utilized in semi-supervised medical image segmentation, primarily based on the …
Multi-stage fully convolutional network for precise prostate segmentation in ultrasound images
Prostate cancer is one of the most commonly diagnosed non-cutaneous malignant tumors
and the sixth major cause of cancer-related death generally found in men globally …
and the sixth major cause of cancer-related death generally found in men globally …
Segment anything model for fetal head-pubic symphysis segmentation in intrapartum ultrasound image analysis
Abstract The Angle of Progression (AoP), determined by the contour delineations of the
pubic symphysis and fetal head (PSFH) in intrapartum ultrasound (US) images, is crucial for …
pubic symphysis and fetal head (PSFH) in intrapartum ultrasound (US) images, is crucial for …
US-Net: U-shaped network with Convolutional Attention Mechanism for ultrasound medical images
X **e, P Liu, Y Lang, Z Guo, Z Yang, Y Zhao - Computers & Graphics, 2024 - Elsevier
Ultrasound imaging, characterized by low contrast, high noise, and interference from
surrounding tissues, poses significant challenges in lesion segmentation. To tackle these …
surrounding tissues, poses significant challenges in lesion segmentation. To tackle these …
Denoising plane wave ultrasound images using diffusion probabilistic models
Ultrasound plane wave (PW) imaging is a cutting-edge technique that enables high frame-
rate imaging. However, one challenge associated with high frame-rate ultrasound imaging is …
rate imaging. However, one challenge associated with high frame-rate ultrasound imaging is …
Transforming surgical interventions with embodied intelligence for ultrasound robotics
Ultrasonography has revolutionized non-invasive diagnostic methodologies, significantly
enhancing patient outcomes across various medical domains. Despite its advancements …
enhancing patient outcomes across various medical domains. Despite its advancements …