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03/24/2023
Evidence-aware multi-modal data fusion and its application to total knee replacement prediction
Deep neural networks have been widely studied for predicting a medical c...
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11/30/2022
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative
In medical image analysis, automated segmentation of multi-component ana...
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09/22/2022
Structure Guided Manifolds for Discovery of Disease Characteristics
In medical image analysis, the subtle visual characteristics of many dis...
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03/24/2022
Transformer Compressed Sensing via Global Image Tokens
Convolutional neural networks (CNN) have demonstrated outstanding Compre...
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11/27/2020
Manipulating Medical Image Translation with Manifold Disentanglement
Medical image translation (e.g. CT to MR) is a challenging task as it re...
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06/28/2020
