Published July 18, 2025 | Version v2
Dataset Open

Image-based inference of tumor cell trajectories enables large-scale cancer progression analysis

Authors/Creators

  • 1. ROR icon The University of Texas Southwestern Medical Center

Description

Citation: Liu, Yang, Ling Cai, Ruichen Rong, Shidan Wang, Liwei Jia, Peiran Quan, Qin Zhou, Guanghua Xiao, and Yang Xie. "Image-based inference of tumor cell trajectories enables large-scale cancer progression analysis." Science Advances 11, no. 29 (2025): eadv9466.

PubMed URL: https://pubmed.ncbi.nlm.nih.gov/40680117/

ImagePseudo_test.tar.gz: Testing image pathches of lung adenocarcinoma

model.tar.gz: Pretrained cell differentiation status model

example.svs: example input image file

Files

Files (2.1 GB)

Name Size
md5:3d7f1d2908e9d2485b45646dbd7804cb
1.6 GB Download
md5:4d829e5e041ed186b09fd670309916a8
191.1 MB Download
md5:4114fb381080ab2d0022d3feb59a366d
343.7 MB Download

Additional details

Software

Repository URL
https://github.com/kateyliu/ImagePseudo
Programming language
Python