Tianyu Lin

Interpretable agentic AI system with localized reasoning for radiology

Wenting Chen, Yi Dong, Zhaojun Ding, Yucheng Shi, Fang Zeng, Yifan Zhou, Huaqin Zhao, Yijun Luo, Tianyu Lin, Yihang Su, Yichen Wu, Jasmine Liu, Kai Zhang, Wenxuan Wang, Zhen Xiang, Tianming Liu, Ninghao Liu, Quanzheng Li, Lichao Sun^†, Yixuan Yuan^†, Xiang Li^†

npj Digital Medicine

Are Pixel-Wise Metrics Reliable for Sparse-View Computed Tomography Reconstruction?

Tianyu Lin, Xinran Li, Chuntung Zhuang, Qi Chen, Yuanhao Cai, Kai Ding, Alan L. Yuille, Zongwei Zhou^†

The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), RSNA 2025 Oral

It's time to evaluate anatomical completeness in CT reconstruction!

PanTS: The Pancreatic Tumor Segmentation Dataset

Wenxuan Li, Xinze Zhou, Qi Chen, Tianyu Lin, Pedro R. A. S. Bassi, Szymon Plotka, Jaroslaw B. Cwikla, Xiaoxi Chen, Chen Ye, Zheren Zhu, Kai Ding, Heng Li, Kang Wang, Yang Yang, Yucheng Tang, Daguang Xu, Alan L. Yuille, Zongwei Zhou^†

The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025) Datasets and Benchmarks Track

Learning Segmentation from Radiology Reports

Pedro R. A. S. Bassi, Wenxuan Li, Jieneng Chen, Zheren Zhu, Tianyu Lin, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou^†

Medical Image Computing and Computer Assisted Intervention (MICCAI 2025)

🏆 Best Paper Award Runner-up (top 2 in 1,027 papers)

Stable diffusion segmentation for biomedical images with single-step reverse process

Tianyu Lin, Zhiguang Chen, Zhonghao Yan, Weijiang Yu^†, Fudan Zheng^†

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2024)

A single-step latent space diffusion segmentation model