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08/31/2023
Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation
Medical image segmentation methods often rely on fully supervised approa...
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06/29/2023
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification
In recent years, deep learning has become a breakthrough technique in as...
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03/30/2020
Architecture Disentanglement for Deep Neural Networks
Deep Neural Networks (DNNs) are central to deep learning, and understand...
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10/23/2019
Stain Style Transfer using Transitive Adversarial Networks
Digitized pathological diagnosis has been in increasing demand recently....
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02/26/2019
Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network
Alzheimer's Disease (AD) is one of the most concerned neurodegenerative ...
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02/12/2019
Enhancement Mask for Hippocampus Detection and Segmentation
Detection and segmentation of the hippocampal structures in volumetric b...
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10/03/2018