2 papers
cs.CV2026
DCSNet: Multiscale Feature Aggregation for Small Medical Object Segmentation with Detection-guided Hierarchical Cropping
Shanfeng Zhang, Bo Gou, Yue Cao +3
Small object segmentation in medical imaging is primarily hindered by class imbalance and inherent boundary complexity. Consequently, conventional global networks frequently fail t…
cs.CV2026
Spatio-Temporal Fusion Model for Standard View Classification of Echocardiographic Videos
Bo Gou, Jicheng Zhang, Jianlong Xiong +9
Automated classification of standard echocardiographic views is crucial for efficient clinical workflow but faces three main challenges. First, publicly available datasets are scar…