Publications

Papers

• Tianzhong Lan, Fanxin Zeng, Zhang Yi, Xiuyuan Xu, Min Zhu. “ICNoduleNet: Enhancing Pulmonary Nodule Detection Performance on Sharp Kernel CT Imaging.” IEEE Journal of Biomedical and Health Informatics (2024).
• Tianzhong Lan, Nan Chen, Zhang Yi, Xiuyuan Xu, Min Zhu. “Domain Generalization for Pulmonary Nodule Detection via Distributionally-Regularized Mamba.” The 28th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2025).
• Tianzhong Lan, Zhang Yi, Xiuyuan Xu, Min Zhu. “GeoCoBox: Box-supervised 3D Tumor Segmentation via Geometric Co-embedding.” The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026), oral.
• Tianzhong Lan, Zhang Yi, Xiuyuan Xu, Min Zhu. “LooBox: Loose-box-supervised 3D Tumor Segmentation with Self-correcting Bidirectional Learning.” ACM Multimedia 2025.
• Jun Shao, Gang Wang, Le Yi, Chengdi Wang, Tianzhong Lan, Xiuyuan Xu, Jixiang Guo, Taibing Deng, Dan Liu, Bojiang Chen, Zhang Yi, Weimin Li. Deep Learning Empowers Lung Cancer Screening Based on Mobile Low-Dose Computed Tomography in Resource-Constrained Sites. Front. Biosci. (Landmark Ed) 2022, 27(7), 212.

Preprints

• Tianzhong Lan, Weili Jiang, Yisong Liu, Yi Zhou, Junqi Bai, Si Yong Yeo, Xulei Yang, Min Zhu. “Wavelet-Driven Cross-Domain Consistency for Mixed-Supervised 3D Tumor Segmentation”
• Tianzhong Lan, Weili Jiang, Ziyuan Yang, Xulei Yang, Yang Feng, Min Zhu. “Less Masks, More Reports: Closed-Loop Text-Grounded Image-to-Mask for 3D Small Nodule Segmentation”

Patents

• Lung cancer full-cycle intelligent management imaging data platform
  Weimin Li, Zhang Yi, Chengdi Wang, Jixiang Guo, Jun Shao, Xiuyuan Xu, Yanqi He, Tianzhong Lan, Yale Yang, Yuanyuan Chen
  CN112669314B

• A method, system, equipment, and medium for detecting multiple lesions of lung cancer
  Xiuyuan Xu, Nan Chen, Tianzhong Lan, Zongyuan Li, Yuhao Chen
  CN118212501B