Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening - Wu, Nan; Phang, Jason; Park, Jungkyu; Shen, Yiqiu; Huang, Zhe; Zorin, Masha; Jastrzebski, Stanislaw; Fevry, Thibault; Katsnelson, Joe; Kim, Eric; Wolfson, Stacey; Parikh, Ujas; et al. (IEEE transactions on medical imaging, 2020)
Keywords: Artificial neural networks; Biomedical imaging; Breast - diagnostic imaging; Breast cancer; breast cancer screening; Breast Neoplasms - diagnostic imaging; Cancer; Cancer screening; Classification; deep convolutional neural networks; Deep Learning; Early Detection of Cancer - methods; Female; Humans; Image classification; Image Interpretation, Computer-Assisted - methods; Image resolution; Labels; Machine learning; Malignancy; Mammography; Mammography - methods; Medical imaging; Medical screening; Neural networks; Predictions; Predictive models; Radiologists; Subpopulations; Task analysis; Training