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Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI
Deep-learning convolutional neural networks (DCNNs) are the most commonly used approach in medical image analysis tasks at present; however, they have largely been used as black-box predictors, lacking explanation for the underlying reasons. Explainable artificial intelligence (XAI) is an emerging subfield of AI seeking to understand how models ...
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