IEEE

Automated Cervical Cytology Image Cell Segmentation Using Enhanced MultiResUNet With DCT and Spectral Domain Attention Mechanisms

Abstract: Cervical cancer, the most pervasive malignancy among women world-wide has a prolonged latent period necessitating early diagnosis with appropriate treatment for significantly increasing the ...
GitHub

[AAAI 2026] Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation

Mapillary: Download MAPILLARY v1.2, extract it to data/mapillary. GTA: Download all image and label packages, extract them to data/gta. ACDC: Download all image and label packages, extract them to ...
IEEE

Automated 3D Segmentation of Glomeruli in Human Kidney Tissue Specimens Using 16.4 T MRI Without Contrast Agents

Abstract: Accurate and fast assessment of glomerular number in ex vivo human kidney specimens is challenging. Glomerular number is traditionally estimated using measurements on glomerular profiles, ...
Frontiers

Texture analysis improves lung-tissue segmentation on high-resolution computed tomography in COVID-19

Background: The accurate separation of lung parenchyma, ground-glass opacity (GGO), and intrapulmonary vessels on high-resolution computed tomography (HRCT) in coronavirus disease 2019 (COVID-19) is ...