Recovering from missing data in population imaging – Cardiac MR image imputation via conditional generative adversarial nets
Yan Xia, Le Zhang, Nishant Ravikumar, Rahman Attar, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
Topics & Concepts
DiscriminatorMissing dataImputation (statistics)Artificial intelligencePattern recognition (psychology)PopulationComputer scienceMathematicsMachine learningSociologyTelecommunicationsDemographyDetectorGenerative Adversarial Networks and Image SynthesisAdvanced MRI Techniques and ApplicationsRadiomics and Machine Learning in Medical Imaging