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Marek Wodzinski

3-D Image-to-Image Fusion in Lightsheet Microscopy by Two-Step Adversarial Network: Contribution to the FuseMyCells Challenge

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Mar 20, 2025
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Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge

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Feb 07, 2025
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Automatic Skull Reconstruction by Deep Learnable Symmetry Enforcement

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Nov 26, 2024
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Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation

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Oct 17, 2024
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Automatic Registration of SHG and H&E Images with Feature-based Initial Alignment and Intensity-based Instance Optimization: Contribution to the COMULIS Challenge

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Sep 24, 2024
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Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning

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Jun 20, 2024
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Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation

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Jun 17, 2024
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Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models

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Jun 10, 2024
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Patch-Based Encoder-Decoder Architecture for Automatic Transmitted Light to Fluorescence Imaging Transition: Contribution to the LightMyCells Challenge

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Jun 03, 2024
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RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge

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Apr 26, 2024
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