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Alexander H. Berger

From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis

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Mar 14, 2025
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Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis

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Mar 12, 2025
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Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations

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Feb 23, 2025
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Pitfalls of topology-aware image segmentation

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Dec 19, 2024
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Topograph: An efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation

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Nov 05, 2024
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Topologically faithful multi-class segmentation in medical images

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Mar 16, 2024
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Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers

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Mar 11, 2024
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