Not Another Dual Attention UNet Transformer (NNDA-UNETR): a plug-and-play parallel dual attention block in U-Net with enhanced residual blocks for medical image segmentation
NNDA-UNETR offers a robust solution for accurate segmentation in multi-organ tasks, particularly where organ adhesion poses challenges. Its lightweight design also makes it well-suited for deployment in real-world medical environments with limited computational resources.
Authors
- Chunjiang Fan (ORCID: https://orcid.org/0009-0004-6185-1068)
- Yazi Cao (ORCID: https://orcid.org/0000-0001-6636-3662)
- Lei Cao (ORCID: https://orcid.org/0000-0001-9909-8607)
- Qikai Zhang
Institutions
- Wuxi Taihu Hospital (CN)
- Shanghai Maritime University (CN)
Publication Details
- Journal
- Quantitative Imaging in Medicine and Surgery
- Published
- 2024-12-01
- DOI
- https://doi.org/10.21037/qims-24-833
- Citations
- 2
- Primary Topic
- Brain Tumor Detection and Classification
- Type
- article
- Field-Weighted Citation Impact
- 0.49