Selected Publications[All]
Technical Journals
Dual-Reference Source-Free Active Domain Adaptation for Nasopharyngeal Carcinoma Tumor Segmentation across Multiple Hospitals
Hongqiu Wang, Jian Chen, Shichen Zhang, Yuan He, Jinfeng Xu, Mengwan Wu, Jinlan He, Wenjun Liao, Xiangde Luo*
IEEE Transaction on Medical Imaging, 43 (12): 4078-4090. (2024 IF 8.9).
[paper][code][pdf][dataset]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
Xiangde Luo, Wenjun Liao, Jianghong Xiao, Jieneng Chen, Tao Song, Xiaofan Zhang, Kang Li, Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang
Medical Image Analysis, 82 (2022): 102642. (2022 IF 13.828).
[paper][code][pdf][dataset]Semi-Supervised Medical Image Segmentation via Uncertainty Rectified Pyramid Consistency
Xiangde Luo, Guotai Wang, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuang Zhang, Dimitris N. Metaxas, Shaoting Zhang
Medical Image Analysis, 80 (2022): 102517. (2022 IF 13.828), ESI Highly Cited Papers.
[paper][code][pdf]SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
Medical Image Analysis, 75 (2022): 102287. (2022 IF 13.828).
[paper][code][pdf]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
Xiangde Luo, Guotai Wang, Tao Song, Jingyang Zhang, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Shaoting Zhang
Medical Image Analysis, 72 (2021): 102102. (2021 IF 8.545).
[paper][code][pdf][demo]
Clinical Journals
Generalizable MRI-based Nasopharyngeal Carcinoma Delineation: Bridging Gaps across Multiple Centers and Raters with Active Learning
Xiangde Luo, Hongqiu Wang, Jinfeng Xu, Lu Li, Yue Zhao, Yuan He, Hui Huang, Jianghong Xiao, Song Tao, Shichuan Zhang, Shaoting Zhang, Guotai Wang, Wenjun Liao
International Journal of Radiation Oncology Biology Physics, 121 (2025): 1384-1393. (2024 IF 6.4).
[paper][code][pdf][multi-center dataset][multi-rater]A multicenter dataset for lymph node clinical target volume delineation of nasopharyngeal carcinoma
Xiangde Luo, Wenjun Liao, Yue Zhao, Youjing Qiu, Jinfeng Xu, Yuan He, Hui Huang, Lu Li, Shichuan Zhang, Jia Fu, Guotai Wang, Shaoting Zhang
Nature Scientific Data, 1085 (2024). (2024 IF 5.8).
[paper][code][pdf][dataset]Deep learning-based accurate and robust delineation of primary gross tumor volumes of nasopharyngeal carcinoma on heterogeneous magnetic resonance imaging: a large-scale and multi-center study
Xiangde Luo, Wenjun Liao, Yuan He, Fan Tang, Mengwan Wu, Yuanyuan Shen, Hui Huang, Tao Song, Kang Li, Shichuan Zhang, Shaoting Zhang, Guotai Wang
Radiotherapy and Oncology, 180 (2023): 109480. (2022 IF 6.901).
[paper][code][pdf]Comprehensive evaluation of a deep learning model for automatic organs at risk segmentation on heterogeneous computed tomography images for abdominal radiotherapy
Wenjun Liao, Xiangde Luo, Yuan He, Ye Dong, Churong Li, Kang Li, Shichuan Zhang, Shaoting Zhang, Guotai Wang, Jianghong Xiao
International Journal of Radiation Oncology Biology Physics, 107 (2023): 994-1006. (2022 IF 8.01)
[paper][code][pdf]Automatic delineation of gross tumor volume based on magnetic resonance imaging by performing a novel semisupervised learning framework in nasopharyngeal carcinoma
Wenjun Liao, Jinlan He, Xiangde Luo, Mengwan Wu, Yuanyuan Shen, Churong Li, Jianghong Xiao, Guotai Wang, Nianyong Chen
International Journal of Radiation Oncology Biology Physics, 113 (2022): 893-902. (2022 IF 8.01)
[paper][code][pdf]
Conferences
Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model
Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang* and Xiangde Luo*
MICCAI2025.
[paper][code][dataset]Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision
Xiangde Luo, Minhao Hu, Wenjun Liao, Shuwei Zhai, Tao Song, Guotai Wang, Shaoting Zhang
MICCAI2022 (Student Travel Award).
[paper][code][pdf]Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer
Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang
MIDL2022.
[paper][code][pdf]Efficient Semi-Supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency
Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuang Zhang, Nianyong Chen, Guotai Wang, Shaoting Zhang
MICCAI2021.
[paper][code][pdf]Semi-supervised Medical Image Segmentation through Dual-task Consistency
Xiangde Luo, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang
AAAI2021.
Top 15 Most Influential AAAI 2021 Papers
[paper][code][pdf]