Dual Adversarial Autoencoder for Dermoscopic image Generative Modeling
Yang H, Staib L. Dual Adversarial Autoencoder for Dermoscopic image Generative Modeling. 2019, 00: 1247-1250. DOI: 10.1109/isbi.2019.8759293.Peer-Reviewed Original ResearchComputer-Aided DiagnosisAdversarial trainingGenerative modelingComputer vision tasksSkin lesion classificationNew training dataNovel generative modelRealistic synthetic dataVision tasksEnd trainableData augmentationManual effortTraditional autoencoderAided DiagnosisDiscriminator networkAdversarial autoencoderTraining dataTraining iterationsTraining algorithmGenerative modelLesion classificationNumerous tasksImage denoisingAutoencoderDermoscopic images