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09/18/2023
DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification
The domain shift between training and testing data presents a significan...
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05/30/2023
Prompt-based Tuning of Transformer Models for Multi-Center Medical Image Segmentation
Medical image segmentation is a vital healthcare endeavor requiring prec...
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04/03/2023
MGMT promoter methylation status prediction using MRI scans? An extensive experimental evaluation of deep learning models
The number of studies on deep learning for medical diagnosis is expandin...
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03/03/2022
Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification
Nuclei segmentation and classification is the first and most crucial ste...
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01/26/2022
Hyperparameter Optimization for COVID-19 Chest X-Ray Classification
Despite the introduction of vaccines, Coronavirus disease (COVID-19) rem...
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01/16/2022
Challenges in COVID-19 Chest X-Ray Classification: Problematic Data or Ineffective Approaches?
The value of quick, accurate, and confident diagnoses cannot be undermin...
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07/29/2021