Establishing reflex test rules for platelet fluorescent counting method using machine learning models on Sysmex <scp>XN</scp>‐series hematology analyzer
The random forest model, which demonstrated high efficiency in our study, can be used to establish PLT reflex test rules based on the PLT-F method for the Sysmex XN-series automated hematology analyzer.
Authors
- Zhanyi Yue (ORCID: https://orcid.org/0009-0004-3950-4625)
- Mengqiao Guo
- Kang Wu (ORCID: https://orcid.org/0009-0008-9318-6487)
- Zhengyu Zhou (ORCID: https://orcid.org/0000-0002-2568-1602)
Institutions
- Tongji University (CN)
- Second Military Medical University (CN)
- Changhai Hospital (CN)
Publication Details
- Journal
- International Journal of Laboratory Hematology
- Published
- 2024-08-05
- DOI
- https://doi.org/10.1111/ijlh.14353
- Citations
- 2
- Primary Topic
- Reliability and Agreement in Measurement
- Type
- article
- Field-Weighted Citation Impact
- 0.92