A machine-learning-based algorithm for bone marrow cell differential counting
In this study, an AI algorithm was developed and clinically validated using large, multinational datasets. Our algorithm can locate and classify BM cells simultaneously and has potential clinical applicability for automating BM differential counting.
Authors
- Ya-Yun Yang
- H. H. Chang (ORCID: https://orcid.org/0000-0002-8793-664X)
- Cheng-An Hsu (ORCID: https://orcid.org/0009-0007-3428-5533)
- Huey-Wen Hsiao
- Kuo‐Chin Kao (ORCID: https://orcid.org/0000-0002-8777-1638)
- Wen‐Chien Chou (ORCID: https://orcid.org/0000-0003-2967-698X)
- Pei‐Jun Lee (ORCID: https://orcid.org/0000-0003-2010-0853)
- Yu‐Lin Tsai (ORCID: https://orcid.org/0000-0001-9968-0242)
- Ta-Chuan Yu (ORCID: https://orcid.org/0000-0003-4894-9306)
- Che-Pin Lin
- Chieh‐Lung Cheng (ORCID: https://orcid.org/0000-0001-5442-1079)
- Pei‐Chen Lin (ORCID: https://orcid.org/0000-0002-1805-7799)
- Chengkun Yang (ORCID: https://orcid.org/0000-0001-6109-7334)
- Chia-Pin Kang
- Hsiao-Chun Wang
- Sheng‐Chieh Chou (ORCID: https://orcid.org/0000-0002-4121-019X)
- Han-Peng Hsieh
- Ming‐Kai Chuang (ORCID: https://orcid.org/0000-0003-0276-3565)
- Chi‐Yuan Yao (ORCID: https://orcid.org/0000-0001-5052-9445)
- Wei-Han Hsu
- Qun-Yi Zhang
- Feng‐Ming Tien (ORCID: https://orcid.org/0000-0003-4513-2472)
- Sheng-Chuan Huang (ORCID: https://orcid.org/0000-0003-2860-5119)
- Ling-Ping Chen
- Jia-Rong Wu (ORCID: https://orcid.org/0000-0002-5920-2497)
- Min-Sheng Wu
- Jung-Hsuan Chu
- Lin Li (ORCID: https://orcid.org/0000-0002-1848-845X)
- Chih‐Kang Lin
- Peipei Yang (ORCID: https://orcid.org/0000-0001-9629-2340)
- Chao‐Yuan Yeh (ORCID: https://orcid.org/0000-0002-1947-1596)
- Che-Wei Chang (ORCID: https://orcid.org/0000-0002-5864-017X)
- Hsiao-Ling Chao
- Yi-Mei Chiang
- Yung-Chuan Sung
- Yuda Chen (ORCID: https://orcid.org/0000-0001-9545-6761)
Institutions
- Aletheia University (TW)
- Cathay General Hospital (TW)
- National Taiwan University Hospital (TW)
- National Yunlin University of Science and Technology (TW)
- Howard Payne University (US)
Publication Details
- Journal
- International Journal of Medical Informatics
- Published
- 2024-11-07
- DOI
- https://doi.org/10.1016/j.ijmedinf.2024.105692
- Citations
- 5
- Primary Topic
- Digital Imaging for Blood Diseases
- Type
- article
- Field-Weighted Citation Impact
- 1.25