Machine learning models can predict cancer-associated disseminated intravascular coagulation in critically ill colorectal cancer patients

• Autori principali: Li Qin (Autore), Jieling Mao (Autore), Min Gao (Autore), Jingwen Xie (Autore), Zhikun Liang (Autore), Xiaoyan Li (Autore)
• Natura: Libro
• Pubblicazione: Frontiers Media S.A., 2024-11-01T00:00:00Z.
• Soggetti: article
• Accesso online: Connect to this object online.

BackgroundDue to its complex pathogenesis, the assessment of cancer-associated disseminated intravascular coagulation (DIC) is challenging. We aimed to develop a machine learning (ML) model to predict overt DIC in critically ill colorectal cancer (CRC) patients using clinical features and laboratory...