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eXplainable Artificial Intelligence on Medical Images: A Survey. (arXiv:2305.07511v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
Over the last few years, the number of works about deep learning applied to
the medical field has increased enormously. The necessity of a rigorous
assessment of these models is required to explain these results to all people
involved in medical exams. A recent field in the machine learning area is
explainable artificial intelligence, also known as XAI, which targets to
explain the results of such black box models to permit the desired assessment.
This survey analyses several recent studies …
artificial artificial intelligence arxiv deep learning explainable artificial intelligence images intelligence machine machine learning medical people survey