Tianyu Lin

Are Pixel-Wise Metrics Reliable for Computerized Tomography Reconstruction?

Tianyu Lin, Xinran Li, Chuntung Zhuang, Qi Chen, Yuanhao Cai, Kai Ding, Alan 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, Xiaoxi Chen, Chen Ye, Zheren Zhu, Kai Ding, Heng Li, Kang Wang, Yang Yang, Yucheng Tang, Daguang Xu, Alan Yuille, Zongwei Zhou^†

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

EyePose: Pose-guided Saccadic Eye Movement Video Generation for Deep Learning-Based Neurologic Disease Phenotyping

Tianyu Lin, Jooyoung Ryu, Puvada Sreevar, Rahul Srinivasaraga, Riya Satavlekar, Susan Kim, Nidhi Soley, Yujie Yan, Ishan Vatsaraj, Carl Harris, Aimon Rahman, Vishal Patel, Joseph Greenstein, Casey Taylor, Kemar Green^†

Under review at npj Digital Medicine

Building a saccade screening tool without any private patient data

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