Temperature guided network for 3D joint segmentation of the pancreas and tumors
Accurate and automatic segmentation of pancreatic tumors and organs from medical images
is important for clinical diagnoses and making treatment plans for patients with pancreatic …
is important for clinical diagnoses and making treatment plans for patients with pancreatic …
Local linear embedding based interpolation neural network in pancreatic tumor segmentation
The low resolution of thick CT/MR with large spacing will lead to misdiagnosis and bring a
huge difficulty to the automatic organ or lesion segmentation. Especially in automatic …
huge difficulty to the automatic organ or lesion segmentation. Especially in automatic …
Voting-based contour-aware framework for medical image segmentation
Accurate and automatic segmentation of medical images is in increasing demand for
assisting disease diagnosis and surgical planning. Although Convolutional Neural Networks …
assisting disease diagnosis and surgical planning. Although Convolutional Neural Networks …
A wrapper method for finding optimal subset of multimodal Magnetic Resonance Imaging sequences for ischemic stroke lesion segmentation
Multimodal data, while being information-rich, contains complementary as well as redundant
information. Depending on the target problem some modalities are more informative and …
information. Depending on the target problem some modalities are more informative and …
DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images
Convolutional neural networks (CNNs) have shown great effectiveness in medical image
segmentation. However, they may be limited in modeling large inter-subject variations in …
segmentation. However, they may be limited in modeling large inter-subject variations in …
A Scale-Aware Framework for Simultaneous Segmentation of Pancreas and Tumors
Y Zhang, Y Wang, B Fang - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Simultaneous segmentation of the pancreas and tumors is crucial in clinical applications.
However, this task remains challenging, especially for pancreatic tumors, due to their …
However, this task remains challenging, especially for pancreatic tumors, due to their …