Maryellen L. Giger

Digital mammographic tumor classification using transfer learning from deep convolutional neural networks

Benjamin Q. Huynh, Hui Li, Maryellen L. Giger · Journal of Medical Imaging · 2016 · 544 citations · Full text

Computing, Computer Science, Radiology +17

MR Imaging Radiomics Signatures for Predicting the Risk of Breast Cancer Recurrence as Given by Research Versions of MammaPrint, Oncotype DX, and PAM50 Gene Assays

Hui Li, Yitan Zhu, Elizabeth S. Burnside et al. · Radiology · 2016 · 468 citations · Full text

Medicine, Oncology, Radiology +17

Artificial neural networks in mammography: application to decision making in the diagnosis of breast cancer.

Yanpeng Wu, Maryellen L. Giger, K. Doi et al. · Radiology · 1993 · 425 citations

Computing, Computer Science, Radiology +15

A deep feature fusion methodology for breast cancer diagnosis demonstrated on three imaging modality datasets

Benjamin Q. Huynh, Maryellen L. Giger · Medical Physics · 2017 · 392 citations · Full text

Computing, Computer Science, Radiology +17

Computerized Detection of Pulmonary Nodules on CT Scans

Samuel G. Armato, Maryellen L. Giger, Catherine J. Moran et al. · Radiographics · 1999 · 377 citations

Medicine, Radiology, Computer Vision +14