Colleen H. Neal

Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI

2020 · Medical Imaging 2020: Computer-Aided Diagnosis

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 …