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 ...

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 ...

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 ...

Abstract: Brain tissue segmentation is critical for diagnosing and treating brain diseases, but noise introduced during MRI image acquisition can compromise downstream tasks. To address this, we ...