Nature

Elite male table tennis matches diagnosis using SHAP and a hybrid LSTM–BPNN algorithm

This study adopts a new approach, SHapley Additive exPlanation (SHAP), to diagnose the table tennis matches based on a hybrid algorithm, namely Long Short-Term Memory–Back Propagation Neural Network ...
ascopubs.org

Machine Learning–Based Interpretation and Visualization of Nonlinear Interactions in Prostate Cancer Survival

Shapley additive explanation (SHAP) values represent a unified approach to interpreting predictions made by complex machine learning (ML) models, with superior consistency and accuracy compared with ...
Nature

Comparison of SHAP and clinician friendly explanations reveals effects on clinical decision behaviour

Clinical decision-making substantially impacts patients’ lives and their quality of life. However, the black-box nature of AI-powered clinical decision support systems (CDSSs) complicates the ...