2 papers
eess.IV2025
Stroke Lesion Segmentation using Multi-Stage Cross-Scale Attention
Liang Shang, William A. Sethares, Anusha Adluru +4
Precise characterization of stroke lesions from MRI data has immense value in prognosticating clinical and cognitive outcomes following a stroke. Manual stroke lesion segmentation…
cs.CV2024
Segmenting Small Stroke Lesions with Novel Labeling Strategies
Liang Shang, Zhengyang Lou, Andrew L. Alexander +4
Deep neural networks have demonstrated exceptional efficacy in stroke lesion segmentation. However, the delineation of small lesions, critical for stroke diagnosis, remains a chall…