Evaluation of a Six Sigma‐Based Dynamic Quality Control Strategy for Hematology Analysis: A Multicenter Study
By combining Six Sigma evaluation, MA monitoring, and LSTM modeling, we propose a dynamic QC strategy that overcomes key limitations of conventional quality control methods. This approach provides laboratories with an intelligent, proactive, and clinically adaptable solution for improving the reliability of hematology testing and ensuring higher quality patient care.
Authors
- Fumeng Yang (ORCID: https://orcid.org/0000-0002-8401-2580)
- Zhaodong Sun (ORCID: https://orcid.org/0000-0002-0597-0765)
- Huiyi Wu (ORCID: https://orcid.org/0009-0002-6694-9799)
- Jiaping Wang (ORCID: https://orcid.org/0000-0001-9022-0231)
- Na Wang
- Bo Liu
- Jibao Qin
- Kaiyong Chen
- Dengli Feng
- Ming Hu
Institutions
- Lianyungang Oriental Hospital (CN)
- Lianyungang Maternal and Children’s Hospital (CN)
- The First People’s Hospital of Lianyungang (CN)
- Nanjing Medical University (CN)
Publication Details
- Journal
- Journal of Clinical Laboratory Analysis
- Published
- 2025-12-21
- DOI
- https://doi.org/10.1002/jcla.70138
- Primary Topic
- Clinical Laboratory Practices and Quality Control
- Type
- article
- Field-Weighted Citation Impact
- 0.00