IEEE

U2Net R+: A Method for MRI Image Segmentation of the Patellar Ligament Based on the Pyramid Pooling Module and Reverse Attention Mechanism

Abstract: This paper proposes a method for segmenting MRI images of the patellar ligament based on the improved U2Net R+ model. The aim is to enhance the segmentation accuracy and robustness by ...
IEEE

From contrast-driven segmentation to central lumbar spinal stenosis grading: a comprehensive multi-view spinal MRI image analysis

Abstract: Central lumbar spinal stenosis, a prevalent degenerative spinal disorder, severely impacts the quality of life for those affected. Axial and sagittal MRI images offer diverse information on ...
GitHub

sarah-antillia/TensorFlow-FlexUNet-Image-Segmentation-Brain-Tumor-MRI

As shown below, the inferred masks predicted by our segmentation model trained by the dataset appear similar to the ground truth masks. This repository contains a curated and enhanced version of brain ...
GitHub

Clarification on Preprocessing for Images of Different Resolutions

Hi. thanks for open-sourcing the amazing Perception Encoder! Could you clarify two points about image preprocessing, especially referencing Table 33's description ("trained with dynamic tiling for ...