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Classification of Medical Images by Deep Neural Networks

  • D. V. Lvov,
  • A. N. Khaibullin,
  • R. R. Zagidullin,
  • S. A. Voinash

摘要

Abstract

As a result of the research, the model combining the ResNet-50 architecture and the pre-trained BERT language model that has achieved the following indicators: Accuracy 0.94, AUROC 0.87, and F1‑score 0.90 has been developed.