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06/14/2022
ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset
Magnetic resonance imaging (MRI) is a central modality for stroke imagin...
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03/31/2021
Differentiable Deconvolution for Improved Stroke Perfusion Analysis
Perfusion imaging is the current gold standard for acute ischemic stroke...
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03/23/2021
An augmentation strategy to mimic multi-scanner variability in MRI
Most publicly available brain MRI datasets are very homogeneous in terms...
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10/09/2020
Unsupervised 3D Brain Anomaly Detection
Anomaly detection (AD) is the identification of data samples that do not...
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10/04/2020
AIFNet: Automatic Vascular Function Estimation for Perfusion Analysis Using Deep Learning
Perfusion imaging is crucial in acute ischemic stroke for quantifying th...
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09/09/2020
Segmentation-free Estimation of Aortic Diameters from MRI Using Deep Learning
Accurate and reproducible measurements of the aortic diameters are cruci...
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11/08/2019
Relevance Vector Machines for harmonization of MRI brain volumes using image descriptors
With the increased need for multi-center magnetic resonance imaging stud...
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01/09/2019
Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks
Significance: Late gadolinium enhanced magnetic resonance imaging (LGE-M...
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11/14/2018