Principles and Guidelines for Sharing Biomedical Data for Secondary Use: The University of Chicago Perspective

no code implementations • 5 Feb 2023 • Robert L. Grossman, Maryellen L. Giger, Julie A. Johnson, Jeremy D. Marks, Jessica P. Ridgway, Julian Solway, Walter M. Stadler

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, research consortia, companies, and other third parties.

Transfer Learning in 4D for Breast Cancer Diagnosis using Dynamic Contrast-Enhanced Magnetic Resonance Imaging

no code implementations • 8 Nov 2019 • 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.

Transfer Learning