Open access
Aug 2026
Comparison of Machine Learning and Logistic Regression in Predicting Mortality from Acute Poisoning in Young Adults: A Multicenter Study Identifying Herbicide Exposure as the Predominant Risk Determinant.
Logistic regression performs similarly to complex machine learning algorithms in predicting the risk of death from acute poisoning in young adults, with better interpretability and clinical practicality.
Yuchen Hua, Chang Su, Xian Zhang et al.
· Toxicology Mechanisms and Me... · 0 citations