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Multi-task SwinV2 transformer for polyp classification and segmentation

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Fitzgerald, Kerr Francis, Bernal, Jorge, Todela, Yael and Matuszewski, Bogdan ORCID: 0000-0001-7195-2509 (2024) Multi-task SwinV2 transformer for polyp classification and segmentation. In: Medical Image Understanding and Analysis. Frontiers Media, pp. 217-223. ISBN 978-2-8325-1244-9

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Official URL: https://www.frontiersin.org/books/Medical_Image_Un...

Abstract

Motivated by the aim of improving polyp classification performance on the CVC-HDClassif dataset, joint classification-segmentation multi-task learning using a SwinV2 Transformer UNet based architecture has been explored.

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