Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach

no code implementations • 22 Dec 2021 • Kirill Sirotkin, Marcos Escudero Viñolo, Pablo Carballeira, Juan Carlos SanMiguel

State-of-the-art deep learning approaches for skin lesion recognition often require pretraining on larger and more varied datasets, to overcome the generalization limitations derived from the reduced size of the skin lesion imaging datasets.

Lesion Classification Self-Supervised Learning +1