2 citations · 5 across the 4 of their papers we have counts for
4 papers
Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center Open Data Commons
Heather M. Whitney, Natalie Baughan, Kyle J. Myers +11
Purpose: The Medical Imaging and Data Resource Center (MIDRC) open data commons was launched to accelerate the development of artificial intelligence (AI) algorithms to help addres…
Principles and Guidelines for Sharing Biomedical Data for Secondary Use: The University of Chicago Perspective
Robert L. Grossman, Maryellen L. Giger, Julie A. Johnson +4
Academic medical centers are generating an increasing amount of biomedical data and there is an increasing demand for biomedical data for research purposes by research projects, re…
Transfer Learning in 4D for Breast Cancer Diagnosis using Dynamic Contrast-Enhanced Magnetic Resonance Imaging
Qiyuan Hu, Heather M. Whitney, Maryellen L. Giger
Deep transfer learning using dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) has shown strong predictive power in characterization of breast lesions. However, pretra…
Multi-task Learning in the Computerized Diagnosis of Breast Cancer on DCE-MRIs
Natalia Antropova, Benjamin Huynh, Maryellen Giger
Hand-crafted features extracted from dynamic contrast-enhanced magnetic resonance images (DCE-MRIs) have shown strong predictive abilities in characterization of breast lesions. Ho…