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04/08/2023
Towards Open-Scenario Semi-supervised Medical Image Classification
Semi-supervised learning (SSL) has attracted much attention since it red...
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04/04/2023
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition
Skin lesion recognition using deep learning has made remarkable progress...
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03/02/2023
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision
Deep neural networks have demonstrated promising performance on image re...
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04/07/2022
Flexible Sampling for Long-tailed Skin Lesion Classification
Most of the medical tasks naturally exhibit a long-tailed distribution d...
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01/20/2022
Learning-based Hybrid Local Search for the Hard-label Textual Attack
Deep neural networks are vulnerable to adversarial examples in Natural L...
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11/17/2021
Long-Tailed Multi-Label Retinal Diseases Recognition Using Hierarchical Information and Hybrid Knowledge Distillation
In the real world, medical datasets often exhibit a long-tailed data dis...
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10/12/2021
Early Melanoma Diagnosis with Sequential Dermoscopic Images
Dermatologists often diagnose or rule out early melanoma by evaluating t...
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06/19/2020
Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images
Existing studies for automated melanoma diagnosis are based on single-ti...
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04/08/2020
CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images
Exploiting more information from ground truth (GT) images now is a new r...
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01/17/2020
