Duwei Dai

26 papers Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
ACE-ProtoNet: Adaptive covariance eigen-gate and uncertainty-aware prototype learning for coronary artery segmentation.
Medical Image Anal.
Caixia Dong, Duwei Dai, Pengyu Ren, Guowei Dai, Yu Wang, Linyun Zhou, Yang Li, Wei Zeng
2026 J jnl
AdaptScanDet: Deformable mamba with multi-scan interaction for heterogeneous lesion detection in medical imaging.
Expert Syst. Appl.
Jianxing Ma, Guowei Dai, Caixia Dong, Yu Wang, Wei Zeng, Duwei Dai
2026 J jnl
Corrigendum to "A novel multi-attention, multi-scale 3D deep network for coronary artery segmentation" [Medical Image Analysis 85 (2023) 102745].
Medical Image Anal.
Caixia Dong, Songhua Xu, Duwei Dai, Yizhi Zhang, Chunyan Zhang, Zongfang Li
2026 J jnl
High-quality coronary artery segmentation via fuzzy logic modeling coupled with dynamic graph convolutional network.
Pattern Recognit.
Caixia Dong, Duwei Dai, Yang Li, Songhua Xu
2026 J jnl
Improving the performance of medical image segmentation with instructive feature learning.
Medical Image Anal.
Duwei Dai, Caixia Dong, Haolin Huang, Fan Liu, Zongfang Li, Songhua Xu
2026 J jnl
Interpretable breast cancer identification by multi-view synergistic feature fusion interaction in dense breast tissue.
Inf. Fusion
Guowei Dai, Chaoyu Wang, Duwei Dai, Qingfeng Tang, Yi Zhang, Hu Chen
2026 J jnl
Multi-Task Learning Network for Medical Image Analysis Guided by Lesion Regions and Spatial Relationships of Tissues.
IEEE Trans. Circuits Syst. Video Technol.
Guowei Dai, Duwei Dai, Chaoyu Wang, Qingfeng Tang, Matthew Hamilton, Hu Chen, Yi Zhang
2026 J jnl
PaAgent: Portrait-Aware Image Restoration Agent via Subjective-Objective Reinforcement Learning.
CoRR
Yijian Wang, Qingsen Yan, Jiantao Zhou, Duwei Dai, Wei Dong
2026 J jnl
Prompt-level contrastive learning for context-aware multi-modal image representation in medical diagnosis.
Pattern Recognit.
Guowei Dai, Zhimin Tian, Chen Xin, Duwei Dai, Chaoyu Wang, Yi Zhang, Hu Chen, Matthew Hamilton
2025 J jnl
Efficient Image Enhancement With a Diffusion-Based Frequency Prior.
IEEE Trans. Circuits Syst. Video Technol.
Qingsen Yan, Tao Hu, Peng Wu, Duwei Dai, Shuhang Gu, Wei Dong, Yanning Zhang
2025 — conf
Flow-Guided Deformable Alignment with Channel-wise Self-Attention Reconstruct for Efficient Burst HDR Restoration.
CVPR Workshops
Weiyu Zhou, Tao Hu, Yixu Feng, Duwei Dai, Yu Cao, Peng Wu, Wei Dong, Yanning Zhang, Qingsen Yan
2025 J jnl
Interpretable breast cancer diagnosis using histopathology and lesion mask as domain concepts conditional simulation ultrasonography.
Inf. Fusion
Guowei Dai, Chaoyu Wang, Qingfeng Tang, Yi Zhang, Duwei Dai, Lang Qiao, Jiaojun Yan, Hu Chen
2025 — conf
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results.
CVPR Workshops
Sangmin Lee, Eunpil Park, Angel Canelo, Hyunhee Park, Youngjo Kim, Hyung-Ju Chun, Xin Jin, Chongyi Li, Chun-Le Guo, Radu Timofte, Qi Wu, Tianheng Qiu, Yuchun Dong, Shenglin Ding, Guanghua Pan, Weiyu Zhou, Tao Hu, Yixu Feng, Duwei Dai, Yu Cao, Peng Wu, Wei Dong, Yanning Zhang, Qingsen Yan, Simon J. Larsen, Senyan Xu, Xingbo Wang, Ruixuan Jiang, Xin Lu, Marcos V. Conde, Javier Abad-Hernández, Álvaro García-Lara, Daniel Feijoo, Álvaro García, Zeyu Xiao, Zhuoyuan Li
2025 J jnl
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results.
CoRR
Sangmin Lee, Eunpil Park, Angel Canelo, Hyunhee Park, Youngjo Kim, Hyung-Ju Chun, Xin Jin, Chongyi Li, Chun-Le Guo, Radu Timofte, Qi Wu, Tianheng Qiu, Yuchun Dong, Shenglin Ding, Guanghua Pan, Weiyu Zhou, Tao Hu, Yixu Feng, Duwei Dai, Yu Cao, Peng Wu, Wei Dong, Yanning Zhang, Qingsen Yan, Simon J. Larsen, Ruixuan Jiang, Senyan Xu, Xingbo Wang, Xin Lu, Marcos V. Conde, Javier Abad-Hernández, Álvaro García-Lara, Daniel Feijoo, Álvaro García, Zeyu Xiao, Zhuoyuan Li
2025 J jnl
Striking a better balance between segmentation performance and computational costs with a minimalistic network design.
Appl. Soft Comput.
Duwei Dai, Caixia Dong, Xu Yang, Zongfang Li, Songhua Xu
2025 — conf
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion.
MICCAI (5)
Caixia Dong, Duwei Dai, Xinyi Han, Fan Liu, Xu Yang, Zongfang Li, Songhua Xu
2025 J jnl
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion.
CoRR
Caixia Dong, Duwei Dai, Xinyi Han, Fan Liu, Xu Yang, Zongfang Li, Songhua Xu
2024 J jnl
A novel deep network with triangular-star spatial-spectral fusion encoding and entropy-aware double decoding for coronary artery segmentation.
Inf. Fusion
Caixia Dong, Duwei Dai, Zongfang Li, Songhua Xu
2024 J jnl
I2U-Net: A dual-path U-Net with rich information interaction for medical image segmentation.
Medical Image Anal.
Duwei Dai, Caixia Dong, Qingsen Yan, Yongheng Sun, Chunyan Zhang, Zongfang Li, Songhua Xu
2023 J jnl
3D Medical image segmentation using parallel transformers.
Pattern Recognit.
Qingsen Yan, Shengqiang Liu, Songhua Xu, Caixia Dong, Zongfang Li, Javen Qinfeng Shi, Yanning Zhang, Duwei Dai
2023 J jnl
A novel multi-attention, multi-scale 3D deep network for coronary artery segmentation.
Medical Image Anal.
Caixia Dong, Songhua Xu, Duwei Dai, Yizhi Zhang, Chunyan Zhang, Zongfang Li
2023 J jnl
Effectively fusing clinical knowledge and AI knowledge for reliable lung nodule diagnosis.
Expert Syst. Appl.
Duwei Dai, Yongheng Sun, Caixia Dong, Qingsen Yan, Zongfang Li, Songhua Xu
2023 J jnl
Learning from dermoscopic images in association with clinical metadata for skin lesion segmentation and classification.
Comput. Biol. Medicine
Caixia Dong, Duwei Dai, Yizhi Zhang, Chunyan Zhang, Zongfang Li, Songhua Xu
2023 J jnl
MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation.
Pattern Recognit.
Yongheng Sun, Duwei Dai, Qianni Zhang, Yaqi Wang, Songhua Xu, Chunfeng Lian
2022 J jnl
Ms RED: A novel multi-scale residual encoding and decoding network for skin lesion segmentation.
Medical Image Anal.
Duwei Dai, Caixia Dong, Songhua Xu, Qingsen Yan, Zongfang Li, Chunyan Zhang, Nana Luo
2022 J jnl
Rethinking adversarial domain adaptation: Orthogonal decomposition for unsupervised domain adaptation in medical image segmentation.
Medical Image Anal.
Yongheng Sun, Duwei Dai, Songhua Xu