Deep Learning systems for detection of nodules and for simulation of new nodule training data.
- to determine the maximum performance of deep learning systems in the detection and localization of nodules in CXR images
- to determine whether performance can be improved by the use of training data with unique fake nodules, generated by a deep learning system trained for that task
- to compare the performance of deep learning systems for nodule detection in CXR (CT confirmed nodules) with the performance of multiple expert readers on the same images.
Professor Bram van Ginneken, Radboud University Medical Center
Ecem Sogancioglu, Radboud University Medical Center