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A Novel Method for Screening Malignant Hematological Diseases by Constructing an Optimal Machine Learning Model Based on Blood Cell Parameters

Dehua Sun,Wei Chen,Jun He,Yongjian He,Haoqin Jiang,Hong Jiang,Dandan Liu, Lu Li,Min Liu,Zhigang Mao,Chenxue Qu,Linlin Qu,Ziyong Sun,Jianbiao Wang, Wenjing Wu,Xuefeng Wang,Wei Xu, Ying Xing,Chi Zhang, Jingxian Zhang,Lei Zheng, Shihong Zhang, Bo Ye,Ming Guan

BMC Medical Informatics and Decision Making（2025）

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Key words
Artificial intelligence,Blood cell parameters,Malignant hematological diseases,Machine learning
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