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

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Title: A machine-learning-based algorithm for bone marrow cell differential counting.
Authors: Yu TC; Department of Internal Medicine, National Taiwan University Hospital Yunlin Branch, No. 579, Sec. 2, Yunlin Rd., Douliu City, Yunlin County 640203, Taiwan., Yang CK; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Hsu WH; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Hsu CA; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Wang HC; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Hsiao HJ; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Chao HL; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Hsieh HP; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Wu JR; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Tsai YC; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Chiang YM; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Lee P; BioReference Labs, 481 Edward H. Ross Drive Elmwood Park, NJ 07407, United States., Lin CP; Cathy General Hospital, No. 280, Section 4, Ren'ai Rd, Da'an District, Taipei City 106, Taiwan., Chen LP; Cathy General Hospital, No. 280, Section 4, Ren'ai Rd, Da'an District, Taipei City 106, Taiwan., Sung YC; Cathy General Hospital, No. 280, Section 4, Ren'ai Rd, Da'an District, Taipei City 106, Taiwan., Yang YY; Cathy General Hospital, No. 280, Section 4, Ren'ai Rd, Da'an District, Taipei City 106, Taiwan., Yu CL; Department of Internal Medicine, National Taiwan University Hospital Yunlin Branch, No. 579, Sec. 2, Yunlin Rd., Douliu City, Yunlin County 640203, Taiwan., Lin CK; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Kang CP; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Chang CW; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Chang HL; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Chu JH; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Cathy Kao KL; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Lin L; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Wu MS; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Lin PC; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Yang PH; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Zhang QY; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan., Chuang MK; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan; Division of Hematology, Department of Internal Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Chou SC; Division of Hematology, Department of Internal Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Huang SC; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan; Division of Hematology, Department of Internal Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan; Department of Hematology and Oncology, Hualien Tzu Chi Hospital, No. 707, Sec. 3, Chung Yang Rd., Hualien City 970, Taiwan; Department of Clinical Pathology, Hualien Tzu Chi Hospital, No. 707, Sec. 3, Chung Yang Rd., Hualien City 970, Taiwan., Cheng CL; Division of Hematology, Department of Internal Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Yao CY; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan; Division of Hematology, Department of Internal Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Tien FM; Division of Hematology, Department of Internal Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan., Yeh CY; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan. Electronic address: joeyeh@aetherai.com., Chou WC; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan; Division of Hematology, Department of Internal Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan. Electronic address: wchou@ntu.edu.tw.
Source: International journal of medical informatics [Int J Med Inform] 2025 Feb; Vol. 194, pp. 105692. Date of Electronic Publication: 2024 Nov 07.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: A machine-learning-based algorithm for bone marrow cell differential counting.
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  Data: <searchLink fieldCode="AU" term="%22Yu+TC%22">Yu TC</searchLink>; Department of Internal Medicine, National Taiwan University Hospital Yunlin Branch, No. 579, Sec. 2, Yunlin Rd., Douliu City, Yunlin County 640203, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yang+CK%22">Yang CK</searchLink>; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+WH%22">Hsu WH</searchLink>; aetherAI, Co., Ltd., 9F, No. 3-2, Park Street, Nangang District, Taipei 115, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+CA%22">Hsu CA</searchLink>; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+HC%22">Wang HC</searchLink>; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsiao+HJ%22">Hsiao HJ</searchLink>; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chao+HL%22">Chao HL</searchLink>; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsieh+HP%22">Hsieh HP</searchLink>; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+JR%22">Wu JR</searchLink>; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tsai+YC%22">Tsai YC</searchLink>; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chiang+YM%22">Chiang YM</searchLink>; Department of Laboratory Medicine, National Taiwan University Hospital, No. 7, Zhongshan S Rd, Zhongzheng District, Taipei City 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lee+P%22">Lee P</searchLink>; BioReference Labs, 481 Edward H. 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  Data: <searchLink fieldCode="JN" term="%229711057%22">International journal of medical informatics</searchLink> [Int J Med Inform] 2025 Feb; Vol. 194, pp. 105692. <i>Date of Electronic Publication: </i>2024 Nov 07.
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