REMOVAL OF FALSE POSITIVES FROM WHITE MATTER FIBER TRACTS

摘要

The invention provides for a medical imaging system (100, 400). comprising: The execution of the machine executable instructions (112) causes a processor (104) to: receive (200) a set of input white matter fiber tracts (118); receive (202) the label from a discriminator neural network (116) in response to inputting the set of input white matter fiber tracts; generate (204) an optimized feature vector (122) using the set of input white matter fiber tracts and a generator neural network ((114) if the label indicates anatomically incorrect; receive (206) the set of generated white matter fiber tracts from the generator neural network in response to inputting the optimized feature vector; and construct (208) a false positive subset (126) of the set of input white matter fiber tracts using the generated set of white matter fiber tracts.