[HTML][HTML] LumVertCancNet: A novel 3D lumbar vertebral body cancellous bone location and segmentation method based on hybrid Swin-transformer
Y Zhang, Z Shi, H Wang, S Cui, L Zhang, J Liu… - Computers in Biology …, 2024 - Elsevier
Lumbar vertebral body cancellous bone location and segmentation is crucial in an
automated lumbar spine processing pipeline. Accurate and reliable analysis of lumbar spine …
automated lumbar spine processing pipeline. Accurate and reliable analysis of lumbar spine …
MA-SAM: A Multi-atlas Guided SAM Using Pseudo Mask Prompts without Manual Annotation for Spine Image Segmentation
D Fan, J Zhao, C Li, X Wang, R Zhang… - … on Medical Imaging, 2025 - ieeexplore.ieee.org
Accurate spine segmentation is crucial in clinical diagnosis and treatment of spine diseases.
However, due to the complexity of spine anatomical structure, it has remained a challenging …
However, due to the complexity of spine anatomical structure, it has remained a challenging …
ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists' intentions
Abstract Using Deep Learning in computer-aided diagnosis systems has been of great
interest due to its impressive performance in the general domain and medical domain …
interest due to its impressive performance in the general domain and medical domain …