A machine-learning-based algorithm for bone marrow cell differential counting

Ta-Chuan Yu, Cheng-Kun Yang, Wei-Han Hsu, Cheng-An Hsu, Hsiao-Chun Wang, Hsin-Jung Hsiao, Hsiao-Ling Chao, Han-Peng Hsieh, Jiarong Wu, Yen-Chun Tsai, Yi-Mei Chiang, Poshing Lee, Che-Pin Lin, Ling-Ping Chen, Yung-Chuan Sung, Ya-Yun Yang, Chin-Ling Yu, Chih-Kang Lin, Chia-Pin Kang, Che-Wei Chang et al. (16 additional authors not shown)

Abstract: Highlights•An AI model for BM cell differential counting was developed using a large dataset.•The high performance of the AI was validated using multinational datasets.•Our AI model can evaluate more cells with reduced interobserver variation.