Comparison of Segmentation-Free and Segmentation-Dependent Computer-Aided Diagnosis of Breast Masses on a Public Mammography Dataset

بواسطة Lee, Rebecca Sawyer, Dunnmon, Jared A., He, Ann, Tang, Siyi, Ré, Christopher, Rubin, Daniel L.
الحاوية / القاعدة J Biomed Inform (2020)

Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs

بواسطة Dunnmon, Jared A., Yi, Darvin, Langlotz, Curtis P., Ré, Christopher, Rubin, Daniel L., Lungren, Matthew P.
الحاوية / القاعدة Radiology (2019)

Data valuation for medical imaging using Shapley value and application to a large-scale chest X-ray dataset

بواسطة Tang, Siyi, Ghorbani, Amirata, Yamashita, Rikiya, Rehman, Sameer, Dunnmon, Jared A., Zou, James, Rubin, Daniel L.
الحاوية / القاعدة Sci Rep (2021)

Impact of Upstream Medical Image Processing on Downstream Performance of a Head CT Triage Neural Network

بواسطة Hooper, Sarah M., Dunnmon, Jared A., Lungren, Matthew P., Mastrodicasa, Domenico, Rubin, Daniel L., Ré, Christopher, Wang, Adam, Patel, Bhavik N.
الحاوية / القاعدة Radiol Artif Intell (2021)

Cross-Modal Data Programming Enables Rapid Medical Machine Learning

بواسطة Dunnmon, Jared A., Ratner, Alexander J., Saab, Khaled, Khandwala, Nishith, Markert, Matthew, Sagreiya, Hersh, Goldman, Roger, Lee-Messer, Christopher, Lungren, Matthew P., Rubin, Daniel L., Ré, Christopher
الحاوية / القاعدة Patterns (N Y) (2020)