Prediction of Occult Invasive Disease in Ductal Carcinoma in Situ Using Deep Learning Features

Despite being pretrained on only nonmedical images, the deep features extracted from digital mammograms demonstrated comparable performance with handcrafted CV features for the challenging task of predicting DCIS upstaging.