METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy

Novel multimodal imaging methods are capable of generating extensive, super high resolution datasets for preclinical research. Yet, a massive lack of annotations prevents the broad use of deep learning to analyze such data. So far, existing generative models fail to mitigate this problem because of...

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Hauptverfasser: Horvath, Izabela, Paetzold, Johannes C, Schoppe, Oliver, Al-Maskari, Rami, Ezhov, Ivan, Shit, Suprosanna, Li, Hongwei, Ertuerk, Ali, Menze, Bjoern H
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Sprache:eng
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