Leveraging human-centered AI for clinical decision-making: a transparent, accurate rule extractor using non-dominated sorting genetic algorithm.
A human-centered rule extraction model based on the Non-Dominated Sorting Genetic Algorithm, designed to enhance the interpretability and clinical utility of diagnostic tools in healthcare and build trust in AI-driven diagnostic systems through transparency and clinical validation is introduced.