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Hannes Nickisch

Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans

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Oct 02, 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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Learning a sparse database for patch-based medical image segmentation

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Jun 25, 2019
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Improving CCTA based lesions' hemodynamic significance assessment by accounting for partial volume modeling in automatic coronary lumen segmentation

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Jun 24, 2019
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Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction

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Oct 30, 2018
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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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State Space Gaussian Processes with Non-Gaussian Likelihood

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Jul 05, 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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Scalable Log Determinants for Gaussian Process Kernel Learning

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Nov 09, 2017
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Can Pretrained Neural Networks Detect Anatomy?

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Dec 18, 2015
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