Concepedia

Traceable machine learning real-time quality control based on patient data

Rui Zhou, Wei Wang, Andrea Padoan, Zhe Wang, Xiang Feng, Zewen Han, Chao Chen, Yufang Liang, Tingting Wang, Weiqun Cui,

Clinical Chemistry and Laboratory Medicine (CCLM) · 2022 · 26 citations · 13 references

DOIFull text

Open access

Abstract

MLiQC is highly superior to PBRTQC and well-suited in real settings. The validation of the model from two aspects of algorithm traceability and clinical effectiveness confirms its satisfactory performance.

References

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