2 papers
cs.CV2025
WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation
Mingya Zhang, Liang Wang, Limei Gu +2
Semi-supervised medical image segmentation (SSMIS) shows promise in reducing reliance on scarce labeled medical data. However, SSMIS field confronts challenges such as distribution…
eess.IV2024
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation
Mingya Zhang, Zhihao Chen, Yiyuan Ge +1
In the field of medical image segmentation, models based on both CNN and Transformer have been thoroughly investigated. However, CNNs have limited modeling capabilities for long-ra…