AI-enabled Spatial Profiling of Circulating Tumor-Immune Ecosystems Predicts Patient Outcomes Across Cancers
Joshua R Squires, Yuanfei Sun, Andrew Hoffmann, Youbin Zhang, Hao Pan, Fangjia Tong, Yiwen He, David Scholten, Hannah Faisal Almubarak, Michael J. Gurley, Allegra C. Minor, Anmol Singh, James Zhang, Hannah Ding, Chengsheng Mao, , Huiping Liu
The paper develops an AI framework to analyze blood scans and predict patient outcomes by characterizing tumor-immune ecosystems in circulation.
bioRxiv · Jul 3, 2026 · PreprintCancer Biology