Dense anatomical annotation of slit-lamp images improves the performance of deep learning for the diagnosis of ophthalmic disorders
Wangting Li, Yahan Yang, Kai Zhang, Erping Long, Lin He, Lei Zhang, Yi Zhu, Chuan Chen, Zhenzhen Liu, Xiaohang Wu, Dongyuan Yun, Jian Lv, Yizhi Liu, Xiyang Liu, Haotian Lin
Topics & Concepts
WorkflowArtificial intelligenceComputer scienceAnnotationDeep learningSegmentationTask (project management)Contextual image classificationPattern recognition (psychology)Image segmentationComputer visionMachine learningImage (mathematics)DatabaseManagementEconomicsRetinal Imaging and AnalysisDigital Imaging for Blood DiseasesCOVID-19 diagnosis using AI