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BreastNet18: A High Accuracy Fine-Tuned VGG16 Model Evaluated Using Ablation Study for Diagnosing Breast Cancer from Enhanced Mammography Images.

Sidratul MontahaSami AzamAbul Kalam Muhammad Rakibul Haque RafidPronab GhoshMd Zahid HasanMirjam JonkmanFriso De Boer
Published in: Biology (2021)
Our proposed approach based on image processing, transfer learning, fine-tuning, and ablation study has demonstrated a high correct breast cancer classification while dealing with a limited number of complex medical images.
Keyphrases
  • deep learning
  • air pollution
  • healthcare
  • machine learning
  • optical coherence tomography
  • computed tomography
  • radiofrequency ablation
  • atrial fibrillation
  • breast cancer risk