We propose new statistic-based XAI methods, namely Kernel DensityĮstimation and Density map, to explain the case of no nodule detected. The prediction of the black-box AI models in the thyroid nodule diagnosisĪpplication. State-of-the-art eXplainable artificial intelligence (XAI) methods to explain Non-transparent and challenging to comprehend. The medical decision-making process, which is usually considered Download a PDF of the paper titled Towards Trust of Explainable AI in Thyroid Nodule Diagnosis, by Truong Thanh Hung Nguyen and 4 other authors Download PDF Abstract: The ability to explain the prediction of deep learning models to end-users isĪn important feature to leverage the power of artificial intelligence (AI) for
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