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Multi-task learning for activity detection in neovascular age-related macular degeneration
2022-06-16
ophthalmology
Title + abstract only
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PurposeComparison of performance and explainability of a multi-task convolutional deep neuronal network to single-task networks for activity detection in neovascular age-dependent macular degeneration. MethodsFrom n = 70 patients (46 female, 24 male) who attended the University Eye Hospital Tubingen 3762 optical coherence tomography B-scans (right eye: 2011, left eye: 1751) were acquired with Heidelberg Spectralis, Heidelberg, Germany. B-scans were graded by a retina specialist and an ophthalmo...
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