ISIC Archive
PulseAugur coverage of ISIC Archive — every cluster mentioning ISIC Archive across labs, papers, and developer communities, ranked by signal.
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AI model for skin cancer classification improved with robust data augmentation
Researchers have explored data augmentation techniques to enhance the robustness of dermoscopic skin lesion classifiers against domain shifts. Their study, utilizing a ConvNeXt-Large backbone and the ISIC Archive with D…
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AI models show generalization gap in skin cancer classification
A new research paper explores cascade classification for dermoscopic images of skin neoplasms, comparing various deep learning architectures like ViT-B/16, Swin-S, ConvNeXt-S, and EfficientNetV2-S. The study found that …
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New datasets and AI methods boost skin lesion classification
Researchers have developed new datasets and methods to improve AI's ability to classify skin lesions from dermatoscopic images. One paper introduces IMA++, a large dataset with over 17,000 segmentation masks from nearly…