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07/06/2023
Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning
Although unsupervised domain adaptation (UDA) is a promising direction t...
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03/08/2023
UT-Net: Combining U-Net and Transformer for Joint Optic Disc and Cup Segmentation and Glaucoma Detection
Glaucoma is a chronic visual disease that may cause permanent irreversib...
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10/26/2022
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation
Due to the scarcity of labeled data, Contrastive Self-Supervised Learnin...
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08/31/2022
Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI
Due to the imbalanced and limited data, semi-supervised medical image se...
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03/27/2022
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation
Segmentation is essential for medical image analysis to identify and loc...
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02/01/2022
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation
The scarcity of pixel-level annotation is a prevalent problem in medical...
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10/22/2021
SVM and ANN based Classification of EMG signals by using PCA and LDA
In recent decades, biomedical signals have been used for communication i...
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08/21/2021
Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image Classification
Cervical cancer is the fourth most common category of cancer, affecting ...
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07/29/2021
RSO: A Novel Reinforced Swarm Optimization Algorithm for Feature Selection
Swarm optimization algorithms are widely used for feature selection befo...
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06/09/2021
Cervical Cytology Classification Using PCA GWO Enhanced Deep Features Selection
Cervical cancer is one of the most deadly and common diseases among wome...
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05/17/2021
DFENet: A Novel Dimension Fusion Edge Guided Network for Brain MRI Segmentation
The rapid increment of morbidity of brain stroke in the last few years h...
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09/18/2020
Optimizing Speech Emotion Recognition using Manta-Ray Based Feature Selection
Emotion recognition from audio signals has been regarded as a challengin...
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09/15/2020