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Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks

Luis A. de Souza, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa

2020Computers in Biology and Medicine46 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceArtificial intelligenceContext (archaeology)Convolutional neural networkPattern recognition (psychology)Deep learningSet (abstract data type)Identification (biology)Barrett's esophagusData setMachine learningImage (mathematics)Generative adversarial networkPaleontologyAdenocarcinomaInternal medicineMedicineBiologyBotanyProgramming languageCancerEsophageal Cancer Research and TreatmentLung Cancer Diagnosis and TreatmentGastric Cancer Management and Outcomes
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks | Litcius