AUTHOR=Ding Qunzhe , Zhang Yi , Zhang Zihao , Huang Peijie , Tian Rui , Zhou Zhigang , Wang Ruilan , Xie Yun TITLE=Revolutionizing oncology care: pioneering AI models to foresee pneumonia-related mortality JOURNAL=Frontiers in Oncology VOLUME=Volume 15 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2025.1520512 DOI=10.3389/fonc.2025.1520512 ISSN=2234-943X