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02/23/2020
Random Bundle: Brain Metastases Segmentation Ensembling through Annotation Randomization
We introduce a novel ensembling method, Random Bundle (RB), that improve...
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01/26/2020
Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives
Deep learning has proven to be an essential tool for medical image analy...
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12/27/2019
Handling Missing MRI Input Data in Deep Learning Segmentation of Brain Metastases: A Multi-Center Study
The purpose was to assess the clinical value of a novel DropOut model fo...
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12/18/2019
MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation
Magnetic resonance (MR) imaging is an essential diagnostic tool in clini...
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03/18/2019
