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09/27/2022
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning
We present Sauron, a filter pruning method that eliminates redundant fea...
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08/04/2021
Automatic hemisphere segmentation in rodent MRI with lesions
We present MedicDeepLabv3+, a convolutional neural network that is the f...
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08/03/2021
Region-wise Loss for Biomedical Image Segmentation
We propose Region-wise (RW) loss for biomedical image segmentation. Regi...
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02/02/2021
Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review
Transfer learning refers to machine learning techniques that focus on ac...
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01/24/2020
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation
Segmentation of rodent brain lesions on magnetic resonance images (MRIs)...
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09/09/2019
Predicting intelligence based on cortical WM/GM contrast, cortical thickness and volumetry
We propose a four-layer fully-connected neural network (FNN) for predict...
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08/23/2019