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2020 – today
- 2026
[j15]Guowei Dai
, Chaoyu Wang, Duwei Dai, Qingfeng Tang, Yi Zhang, Hu Chen:
Interpretable breast cancer identification by multi-view synergistic feature fusion interaction in dense breast tissue. Inf. Fusion 125: 103446 (2026)- [j14]Duwei Dai, Caixia Dong, Haolin Huang, Fan Liu, Zongfang Li, Songhua Xu:
Improving the performance of medical image segmentation with instructive feature learning. Medical Image Anal. 107: 103818 (2026) - [j13]Caixia Dong, Duwei Dai, Yang Li, Songhua Xu:
High-quality coronary artery segmentation via fuzzy logic modeling coupled with dynamic graph convolutional network. Pattern Recognit. 169: 111891 (2026) - 2025
- [j12]Duwei Dai, Caixia Dong, Xu Yang, Zongfang Li, Songhua Xu:
Striking a better balance between segmentation performance and computational costs with a minimalistic network design. Appl. Soft Comput. 182: 113549 (2025) - [j11]Guowei Dai, Chaoyu Wang, Qingfeng Tang, Yi Zhang, Duwei Dai, Lang Qiao, Jiaojun Yan, Hu Chen:
Interpretable breast cancer diagnosis using histopathology and lesion mask as domain concepts conditional simulation ultrasonography. Inf. Fusion 123: 103343 (2025) - [j10]Qingsen Yan, Tao Hu, Peng Wu, Duwei Dai, Shuhang Gu, Wei Dong, Yanning Zhang:
Efficient Image Enhancement With a Diffusion-Based Frequency Prior. IEEE Trans. Circuits Syst. Video Technol. 35(9): 8452-8465 (2025) - [c3]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:
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results. CVPR Workshops 2025: 1002-1017 - [c2]Weiyu Zhou, Tao Hu, Yixu Feng, Duwei Dai, Yu Cao, Peng Wu, Wei Dong, Yanning Zhang, Qingsen Yan:
Flow-Guided Deformable Alignment with Channel-wise Self-Attention Reconstruct for Efficient Burst HDR Restoration. CVPR Workshops 2025: 1018-1027 - [c1]Caixia Dong, Duwei Dai, Xinyi Han, Fan Liu, Xu Yang, Zongfang Li, Songhua Xu:
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion. MICCAI (5) 2025: 647-657 - [i2]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:
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results. CoRR abs/2505.12089 (2025) - [i1]Caixia Dong, Duwei Dai, Xinyi Han, Fan Liu, Xu Yang, Zongfang Li, Songhua Xu:
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion. CoRR abs/2507.12938 (2025) - 2024
- [j9]Caixia Dong, Duwei Dai, Zongfang Li, Songhua Xu:
A novel deep network with triangular-star spatial-spectral fusion encoding and entropy-aware double decoding for coronary artery segmentation. Inf. Fusion 112: 102561 (2024) - [j8]Duwei Dai, Caixia Dong, Qingsen Yan, Yongheng Sun, Chunyan Zhang, Zongfang Li, Songhua Xu:
I2U-Net: A dual-path U-Net with rich information interaction for medical image segmentation. Medical Image Anal. 97: 103241 (2024) - 2023
- [j7]Caixia Dong, Duwei Dai, Yizhi Zhang, Chunyan Zhang, Zongfang Li, Songhua Xu:
Learning from dermoscopic images in association with clinical metadata for skin lesion segmentation and classification. Comput. Biol. Medicine 152: 106321 (2023) - [j6]Duwei Dai, Yongheng Sun, Caixia Dong, Qingsen Yan, Zongfang Li, Songhua Xu:
Effectively fusing clinical knowledge and AI knowledge for reliable lung nodule diagnosis. Expert Syst. Appl. 230: 120634 (2023) - [j5]Caixia Dong, Songhua Xu, Duwei Dai, Yizhi Zhang, Chunyan Zhang, Zongfang Li:
A novel multi-attention, multi-scale 3D deep network for coronary artery segmentation. Medical Image Anal. 85: 102745 (2023) - [j4]Qingsen Yan, Shengqiang Liu, Songhua Xu, Caixia Dong, Zongfang Li, Javen Qinfeng Shi, Yanning Zhang, Duwei Dai:
3D Medical image segmentation using parallel transformers. Pattern Recognit. 138: 109432 (2023) - [j3]Yongheng Sun, Duwei Dai, Qianni Zhang, Yaqi Wang, Songhua Xu, Chunfeng Lian:
MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation. Pattern Recognit. 139: 109524 (2023) - 2022
- [j2]Duwei Dai, Caixia Dong, Songhua Xu, Qingsen Yan, Zongfang Li, Chunyan Zhang, Nana Luo:
Ms RED: A novel multi-scale residual encoding and decoding network for skin lesion segmentation. Medical Image Anal. 75: 102293 (2022) - [j1]Yongheng Sun, Duwei Dai, Songhua Xu:
Rethinking adversarial domain adaptation: Orthogonal decomposition for unsupervised domain adaptation in medical image segmentation. Medical Image Anal. 82: 102623 (2022)
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