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Julia A. Schnabel

Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding

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Aug 06, 2025
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NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI

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May 20, 2025
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Semantic Alignment of Unimodal Medical Text and Vision Representations

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Mar 06, 2025
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Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions

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Mar 05, 2025
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Motion-Robust T2* Quantification from Gradient Echo MRI with Physics-Informed Deep Learning

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Feb 24, 2025
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PISCO: Self-Supervised k-Space Regularization for Improved Neural Implicit k-Space Representations of Dynamic MRI

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Jan 16, 2025
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From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review

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Dec 20, 2024
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CellPilot: A unified approach to automatic and interactive segmentation in histopathology

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Nov 23, 2024
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CellPilot

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Nov 23, 2024
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Denoising Diffusion Models for Anomaly Localization in Medical Images

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Oct 31, 2024
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