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dermoscopy

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karthik-d / few-shot-dermoscopic-image-analysis

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Skin lesion image analysis that draws on meta-learning to improve performance in low data and imbalanced data regimes.

machine-learning research deep-learning metric-learning transfer-learning research-paper imbalanced-data meta-learning skin-images metalearning few-shot-learning skin-lesion-classification skin-lesion skewed-data papers-with-code isic-challenge dermoscopy embedding-network meta-learning-algorithm long-tailed-distribution
  • Updated Jan 22, 2025
  • Python

ibrar-syed / deep_learning_skin_cancer_detection_multi_type_isic2018

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A deep learning pipeline for skin lesion classification using ISIC dataset with multiple deep learning cnn algorithms and advanced preprocessing including multithreaded loading, augmentation, and performance evaluation.

computer-vision medical image-classification imaging multi-type-adapter cnn-classification skin-cancer lesion-detection isic-2018 dermoscopy melanoma-classification
  • Updated Aug 28, 2025
  • Python

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