Lgs: A light-weight 4d gaussian splatting for efficient surgical scene reconstruction

H Liu, Y Liu, C Li, W Li, Y Yuan - International Conference on Medical …, 2024 - Springer
The advent of 3D Gaussian Splatting (3D-GS) techniques and their dynamic scene modeling
variants, 4D-GS, offers promising prospects for real-time rendering of dynamic surgical …

Supervised and semi-supervised methods for abdominal organ segmentation: A review

IB Senkyire, Z Liu - International Journal of Automation and Computing, 2021 - Springer
Abdominal organ segmentation is the segregation of a single or multiple abdominal organ
(s) into semantic image segments of pixels identified with homogeneous features such as …

A 2.5 D semantic segmentation of the pancreas using attention guided dual context embedded U-Net

J Li, G Liao, W Sun, J Sun, T Sheng, K Zhu… - Neurocomputing, 2022 - Elsevier
Automatic segmentation of the pancreas from medical images is important for clinical
assessment of pancreas-related diseases. However, pancreatic segmentation based on …

Break: Bronchi reconstruction by geodesic transformation and skeleton embedding

W Yu, H Zheng, M Zhang, H Zhang… - 2022 IEEE 19th …, 2022 - ieeexplore.ieee.org
Airway segmentation is critical for virtual bronchoscopy and computer-aided pulmonary
disease analysis. In recent years, convolutional neural networks (CNNs) have been widely …

[HTML][HTML] EcD-Net: Encoder-Corollary Atrous Spatial Pyramid Pooling-Decoder Network for Automated Pancreas Segmentation of 2D CT Images

IB Senkyire, KK Gedeon, E Freeman… - Informatics in Medicine …, 2024 - Elsevier
Automatic pancreas segmentation of CT scans enables physicians to identify and monitor
the abnormalities in the pancreas. This facilitates intraoperative assistance, surgical …

MG-Net: Multi-level global-aware network for thymoma segmentation

J Li, W Sun, KM von Deneen, X Fan, G An, G Cui… - Computers in Biology …, 2023 - Elsevier
Background and objective Automatic thymoma segmentation in preoperative contrast-
enhanced computed tomography (CECT) images makes great sense for diagnosis …

Research on Pancreas Segmentation Method Based on Cascade U-Shaped Network

S Yan, X Hu, S Hu, J Tian, Q Xue… - 2024 7th International …, 2024 - ieeexplore.ieee.org
Due to the relatively small size and complex internal structure of the pancreas, the
segmentation is often inaccurate during image processing. A more effective automatic …

[PDF][PDF] Selection of Backbone for Feature Extraction with U-Net in Pancreas Segmentation

A de Carvalho Araújo, JDS de Almeida… - Proceedings …, 2024 - scitepress.org
The survival rate for pancreatic cancer is among the worst, with a mortality rate of 98%.
Diagnosis in the early stage of the disease is the main factor that defines the prognosis …