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04/11/2023
Improving Performance of Private Federated Models in Medical Image Analysis
Federated learning (FL) is a distributed machine learning (ML) approach ...
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11/12/2022
A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans
Lung cancer is a leading cause of death worldwide. Early-stage detection...
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10/13/2022
How to Train Vision Transformer on Small-scale Datasets?
Vision Transformer (ViT), a radically different architecture than convol...
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08/04/2022
Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification
Vision Transformers (ViT) are competing to replace Convolutional Neural ...
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05/05/2022
Segmentation with Super Images: A New 2D Perspective on 3D Medical Image Analysis
Deep learning is showing an increasing number of audience in medical ima...
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03/03/2022
