Construction of a risk prediction model for lung infection after chemotherapy in lung cancer patients based on the machine learning algorithm

The ML algorithm, combining demographic and clinical factors, accurately predicted post-chemotherapy lung infections in cancer patients. The LR model performed well, potentially improving early detection and treatment in clinical practice.