SegSRGAN: Super-resolution and segmentation using generative adversarial networks — Application to neonatal brain MRI
Quentin Delannoy, Chi-Hieu Pham, Clément Cazorla, Carlos Tor-Díez, Guillaume Dollé, Hélène Meunier, Nathalie Bednarek, Ronan Fablet, Nicolas Passat, François Rousseau
Topics & Concepts
Adversarial systemSegmentationComputer scienceGenerative grammarArtificial intelligenceGenerative adversarial networkSuperresolutionResolution (logic)NeuroimagingPattern recognition (psychology)Machine learningComputer visionNeuroscienceDeep learningImage (mathematics)PsychologyFetal and Pediatric Neurological DisordersGenerative Adversarial Networks and Image SynthesisFunctional Brain Connectivity Studies