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Jens Rittscher

SSTFB: Leveraging self-supervised pretext learning and temporal self-attention with feature branching for real-time video polyp segmentation

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Jun 14, 2024
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Beyond attention: deriving biologically interpretable insights from weakly-supervised multiple-instance learning models

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Sep 07, 2023
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SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis

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May 31, 2023
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Patch-level instance-group discrimination with pretext-invariant learning for colitis scoring

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Jul 11, 2022
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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

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Feb 24, 2022
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A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples

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Feb 01, 2022
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EndoUDA: A modality independent segmentation approach for endoscopy imaging

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Jul 12, 2021
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PolypGen: A multi-center polyp detection and segmentation dataset for generalisability assessment

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Jun 08, 2021
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Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy

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Apr 02, 2021
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FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation

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Mar 31, 2021
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