AUTHOR=Liu Zhongxiang , Zuo Bingqing , Lin Jianyang , Sun Zhixiao , Hu Hang , Yin Yuan , Yang Shuanying 

TITLE=Breaking new ground: machine learning enhances survival forecasts in hypercapnic respiratory failure

JOURNAL=Frontiers in Medicine

VOLUME=12

YEAR=2025

URL=https://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2025.1497651

DOI=10.3389/fmed.2025.1497651

ISSN=2296-858X