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Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling

Objective and Impact Statement: Human epidermal growth factor receptor 2 (HER2) is a critical protein in cancer cell growth that signifies the aggressiveness of breast cancer (BC) and helps predict its prognosis. Here, we introduce a deep learning-based approach utilizing pyramid sampling for the au...

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Main Authors: Sahan Yoruc Selcuk, Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Musa Aydin, Aras Firat Unal, Aditya Gomatam, Zhen Guo, Darrow Morgan Angus, Goren Kolodney, Karine Atlan, Tal Keidar Haran, Nir Pillar, Aydogan Ozcan
Format: Artigo
Language:Inglês
Published: American Association for the Advancement of Science (AAAS) 2024-01-01
Series:BME Frontiers
Online Access:https://spj.science.org/doi/10.34133/bmef.0048
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