Researchers derived eight design requirements, seven principles, and nine features for causal machine learning-based clinical decision support systems from literature and physician interviews.
ML-based - 1, 2, 5, 6, 9 DR4: The system should make causal reasoning understandable, traceable, and logically coherent
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Integrating Causal Machine Learning into Clinical Decision Support Systems: Insights from Literature and Practice
Researchers derived eight design requirements, seven principles, and nine features for causal machine learning-based clinical decision support systems from literature and physician interviews.