Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
Paper • 2503.14911 • Published • 3
Dermatology
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DermDepth: Toward Monocular Metric Scale 3D Reconstruction Models for Dermatology
Paper • 2607.13010 • Published -
DermaFlux: Synthetic Skin Lesion Generation with Rectified Flows for Enhanced Image Classification
Paper • 2603.16392 • Published -
DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In Machine-Assisted Skin Disease Detection
Paper • 2401.13280 • Published -
SkinCAP: A Multi-modal Dermatology Dataset Annotated with Rich Medical Captions
Paper • 2405.18004 • Published • 3 -
An Image Dataset of Common Skin Diseases of Bangladesh and Benchmarking Performance with Machine Learning Models
Paper • 2603.25229 • Published -
CleanPatrick: A Benchmark for Image Data Cleaning
Paper • 2505.11034 • Published • 2 -
Simple, Safe, and Overlooked: Reclaiming Sustainable Domain Generalization with Statistical Color Matching
Paper • 2608.18915 • Published -
DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets
Paper • 2502.00196 • Published