Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks
Shuo Chen, Da Ma, Sieun Lee, Timothy T. Yu, Gavin Xu, Donghuan Lu, Karteek Popuri, Myeong Jin Ju, Marinko V. Šarunic, Mirza Faisal Beg
Topics & Concepts
Optical coherence tomographyComputer scienceAdaptation (eye)Domain adaptationGenerative adversarial networkAdversarial systemSegmentationArtificial intelligenceCoherence (philosophical gambling strategy)Generative grammarHarmonizationDomain (mathematical analysis)Computer visionPattern recognition (psychology)Image (mathematics)OpticsMathematicsPhysicsClassifier (UML)StatisticsAcousticsMathematical analysisRetinal Imaging and AnalysisDomain Adaptation and Few-Shot LearningOptical Coherence Tomography Applications