Accuracy of Distinguishing Atypical Ductal Hyperplasia From Ductal Carcinoma In Situ With Convolutional Neural Network–Based Machine Learning Approach Using Mammographic Image Data
Richard S. Ha, Simukayi Mutasa, Eduardo Pascual Van Sant, Jenika Karcich, Christine Chin, Michael Z. Liu, Sachin Jambawalikar · American Journal of Roentgenology · 2019
It is feasible to apply convolutional neural networks to distinguish pure atypical ductal hyperplasia from ductal carcinoma in situ with the use of mammographic images. A larger dataset will likely result in further improvement of our prediction model.