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06/30/2022
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images
Recent years have witnessed a rapid development of automated methods for...
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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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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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11/27/2020
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling
Recently, ultra-widefield (UWF) 200-degree fundus imaging by Optos camer...
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03/24/2020
Synergic Adversarial Label Learning with DR and AMD for Retinal Image Grading
The need for comprehensive and automated screening methods for retinal i...
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03/23/2020