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06/23/2021
Continuous-Time Deep Glioma Growth Models
The ability to estimate how a tumor might evolve in the future could hav...
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07/09/2019
Deep Probabilistic Modeling of Glioma Growth
Existing approaches to modeling the dynamics of brain tumor growth, spec...
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01/31/2019
Automated brain extraction of multi-sequence MRI using artificial neural networks
Brain extraction is a critical preprocessing step in the analysis of MRI...
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11/05/2018
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
Gliomas are the most common primary brain malignancies, with different d...
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09/27/2018
No New-Net
In this paper we demonstrate the effectiveness of a well trained U-Net i...
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02/28/2018