Patient-based pre-classified real-time quality control with neural network (PCRTQC-NN)

Patient-based real-time quality control (PBRTQC) is essential for clinical laboratory management but struggles with detecting small systematic errors. This study presents the patient-based pre-classified real-time quality control with neural network (PCRTQC-NN) model, utilizing neural networks to im...

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Bibliographic Details
Published in:	Practical laboratory medicine Vol. 47; p. e00506
Main Authors:	Zhou, Bo, Li, Xiaoying, Cheng, Shitong, Zhou, Zhiwei, Kang, Hui
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01.12.2025 Elsevier
Subjects:	Laboratory management Neural network PBRTQC Quality control Simulation Laboratory management CE EWMA PBRTQC Neural network SVM TEA Simulation MA PE SNR Quality control ANPed IQC PCRTQC-NN PCRTQC MSE
ISSN:	2352-5517, 2352-5517
Online Access:	Get full text
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