The XGBoost model predicts hyperglycemia risk in psoriasis patients with high accuracy, achieving an AUC of 0.821 in the training set. A web-based calculator was developed to facilitate personalized ...

Background Annually, 4% of the global population undergoes non-cardiac surgery, with 30% of those patients having at least ...

Overview: Interpretability tools make machine learning models more transparent by displaying how each feature influences ...

Enhanced prediction capability: Machine learning-based system matches and in some cases outperforms traditional forecasting systems, with particular improvements in northern Europe where conventional ...

Scientific knowledge advances through the interplay of empiricism and theory. Empirical observations of environmental ...

Accurately predicting complex agronomic traits remains a major bottleneck in crop breeding. This study demonstrates how ...