Collaborative Research Project 6
Principal investigators: Ayis Pyrros (DuPage Medical Group), Alexander Schwing (University of Illinois Urbana-Champaign), Nasir Siddiqui (DuPage Medical Group), David Forsyth (University of Illinois Urbana-Champaign)
Safe public training dataset for machine learning algorithms.
Updated January 20, 2023
This collaborative research project has been completed.
Investigators have created a safe, publicly available synthetic dataset of chest x-rays that may be used for training machine learning models. They also delivered a package for creating synthetic data from real images so that practices with sufficient computing resources can transparently share data without violating privacy or compromising accuracy.