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Simon Walsh

Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks

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Jun 24, 2024
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DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation

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Jun 21, 2024
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Dynamic Multimodal Information Bottleneck for Multimodality Classification

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Nov 06, 2023
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High Accuracy and Cost-Saving Active Learning 3D WD-UNet for Airway Segmentation

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Oct 09, 2023
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Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations

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Mar 19, 2023
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Multi-site, Multi-domain Airway Tree Modeling : A Public Benchmark for Pulmonary Airway Segmentation

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Mar 10, 2023
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Non-Imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey

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Sep 17, 2022
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Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation

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Sep 09, 2022
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CS$^2$: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention

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Jun 20, 2022
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Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels

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Feb 11, 2022
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