Donghao Gu

Classify and Explain: An Interpretable Convolutional Neural Network For Lung Cancer Diagnosis

The deep network-based computer-aided diagnosis systems have encountered many difficulties in practical applications because of its "black box" feature. The crux of the problem is that these models should be explainable - the model should provide doctors rationales that can explain the diagnosis. In…