A Risk-Factor Model for Antineoplastic Drug-Induced Serious Adverse Events in Cancer Inpatients: A Retrospective Study Based on the Global Trigger Tool and Machine Learning

• Main Authors: Ni Zhang (Author), Ling-Yun Pan (Author), Wan-Yi Chen (Author), Huan-Huan Ji (Author), Gui-Qin Peng (Author), Zong-Wei Tang (Author), Hui-Lai Wang (Author), Yun-Tao Jia (Author), Jun Gong (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-06-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The objective of this study was to apply a machine learning method to evaluate the risk factors associated with serious adverse events (SAEs) and predict the occurrence of SAEs in cancer inpatients using antineoplastic drugs. A retrospective review of the medical records of 499 patients diagnosed wi...