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Paul Bonnington

A General-Purpose Multimodal Foundation Model for Dermatology

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Oct 19, 2024
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Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis

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Nov 02, 2023
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Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings

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Sep 13, 2022
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Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images

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Jun 30, 2022
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Flexible Sampling for Long-tailed Skin Lesion Classification

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Apr 07, 2022
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Early Melanoma Diagnosis with Sequential Dermoscopic Images

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Oct 12, 2021
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Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling

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Nov 27, 2020
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Synergic Adversarial Label Learning with DR and AMD for Retinal Image Grading

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Mar 27, 2020
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Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation

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Mar 24, 2020
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