Semantic segmentation of surface defects is essential to ensure product quality in intelligent
manufacturing. However, due to the diversity and complexity of industrial scenarios and …

Photovoltaic (PV) power generation has risen prominently across the globe. However, the
functioning of PV systems can be substantially diminished by defective solar cells …

MRI-Linac systems require fast image reconstruction with high geometric fidelity to localize
and track tumors for radiotherapy treatments. However, B0 field inhomogeneity distortions …

In this article, we propose parameter-free just noticeable difference (JND)-based attention
module (JbAM), a JND-based attention module to accurately segment microaneurysms …

Background Cardiac segmentation plays a crucial role in extracting cardiac substructures
from computed tomography images, providing necessary information for subsequent cardiac …

Refined nuclei segmentation is of great significance for diagnosing the pathological
conditions of tumor tissues. Although existing encoder–decoder networks have achieved …

Accurate segmentation of brain tumors in multimodal MRI plays a crucial role in clinical
quantitative assessments, diagnostic processes, and the planning of therapeutic strategies …

Cardiac segmentation is a critical task in medical imaging, essential for detailed analysis of
heart structures, which is crucial for diagnosing and treating various cardiovascular …