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Researchers at the University of Waterloo have developed a new AI-based method, called TRUDLMIA, to enhance medical diagnostics for diseases like COVID-19, pneumonia, and melanoma. The system addresses challenges such as data bias and low trust through a three-stage training process and aims to improve diagnostic accuracy and adapt across medical specialties.