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07/27/2023
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation
The UNet architecture, based on Convolutional Neural Networks (CNN), has...
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05/24/2022
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Classification
Deep neural networks generally perform poorly with datasets that suffer ...
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08/15/2021
CPNet: Cycle Prototype Network for Weakly-supervised 3D Renal Compartments Segmentation on CT Images
Renal compartment segmentation on CT images targets on extracting the 3D...
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07/28/2021
An explainable two-dimensional single model deep learning approach for Alzheimer's disease diagnosis and brain atrophy localization
Early and accurate diagnosis of Alzheimer's disease (AD) and its prodrom...
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02/02/2021
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification
Deep convolutional neural network (DCNN) models have been widely explore...
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01/07/2021