Hybrid attention densely connected ensemble framework for lesion segmentation from magnetic resonance images

B Hou, X Xu, G Kang, Y Tang, C Hu - IEEE Access, 2020 - ieeexplore.ieee.org
White matter hyperintensities (WMHs) are associated with various neurological and aging
diseases, and morphological analysis plays a crucial role in the assessment of disease …

[PDF][PDF] Segmentation of New Multiple Sclerosis Lesions using an Ensemble of SC U-Nets with Multi Channel Patch-Based Inputs

A Gibicar, S Mitha, A Khademi - MSSEG-2 challenge proceedings …, 2021 - inria.hal.science
In this paper, we propose a pipeline to segment new lesions in 3D FLAIR sequences of
multiple sclerosis (MS) patients. New lesion identification is an important part of monitoring …