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Axel Saalbach

Bottom-Up Instance Segmentation of Catheters for Chest X-Rays

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Dec 06, 2023
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Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data

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May 06, 2022
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Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging

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Oct 02, 2020
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Localization of Critical Findings in Chest X-Ray without Local Annotations Using Multi-Instance Learning

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Jan 23, 2020
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Intelligent Chest X-ray Worklist Prioritization by CNNs: A Clinical Workflow Simulation

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Jan 23, 2020
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Continual Learning for Domain Adaptation in Chest X-ray Classification

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Jan 16, 2020
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Deep Learning for Pneumothorax Detection and Localization in Chest Radiographs

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Jul 16, 2019
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When does Bone Suppression and Lung Field Segmentation Improve Chest X-Ray Disease Classification?

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Oct 17, 2018
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Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification

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Mar 06, 2018
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Can Pretrained Neural Networks Detect Anatomy?

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Dec 18, 2015
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