Deep Learning-Enabled Classification of HER2 Score in Breast Cancer Using Pyramid Sampling
Şahan Yoruç Selçuk, Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Musa Aydın, Aras Firat Unal, Aditya Gomatam, Zhen Guo, Darrow Morgan Angus, Goren Kolodney, Karine Atlan, Tal Keidar Haran, Nir Pillar, Aydogan Özcan · 2024
We present an automated, deep learning-based method for HER2 score classification in breast cancer, achieving 85.47% accuracy on tissue microarrays from 300 patients. This method can significantly improve the HER2 evaluation process, saving diagnostician time.