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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.

, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , и . CoRR, (2022)

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Jens Rittscher

Hauke Rittscher

Martin Rittscher

Constanze Jenschke

Meiko Jensen

 

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Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue., , , , , , , , , и 21 other автор(ы). Proc. Natl. Acad. Sci. USA, 110 (29): 11982-11987 (2013)Fine-Grained Multi-Instance Classification in Microscopy Through Deep Attention., , , , и . ISBI, стр. 169-173. IEEE, (2020)MI-UNet: Improved Segmentation in Ureteroscopy., , , , и . ISBI, стр. 212-216. IEEE, (2020)Towards the Identification of Histology Based Subtypes in Prostate Cancer., , , и . ISBI, стр. 948-952. IEEE, (2019)Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy., , , , , , , , , и 27 other автор(ы). Medical Image Anal., (2021)Self-Supervised Voxel-Level Representation Rediscovers Subcellular Structures in Volume Electron Microscopy., , , , и . CVPR Workshops, стр. 1873-1882. IEEE, (2022)Endoscopy artifact detection (EAD 2019) challenge dataset., , , , , , , , , и 2 other автор(ы). CoRR, (2019)Capturing variations in nuclear phenotypes., , , , , , , и . J. Comput. Sci., (2019)Motion induced segmentation of stone fragments in ureteroscopy video., , , , и . Medical Imaging: Image-Guided Procedures, том 11315 из SPIE Proceedings, стр. 1131514. SPIE, (2020)Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning., , , , , , , и . IEEE Access, (2021)