Technical quality assurance and quality control for medical laboratories: a review and proposal of a new concept to obtain integrated and validated QA/QC plans

HH van Rossum - Critical Reviews in Clinical Laboratory Sciences, 2022 - Taylor & Francis
Technical quality assurance (QA) and quality control (QA/QC) are important activities within
medical laboratories to ensure the adequate quality of obtained test results. QA/QC tools …

Artificial intelligence applications in clinical chemistry

DR Bunch, TJS Durant… - Clinics in Laboratory …, 2023 - labmed.theclinics.com
Investigation of artificial intelligence (AI) applications in health care has accelerated rapidly
in recent years. Accordingly, there are also rapid advancements in this area applied to the …

Error evaluation in the laboratory testing process and laboratory information systems

A Arifin, M Mohd-Yusof - Journal of Medical Biochemistry, 2022 - pmc.ncbi.nlm.nih.gov
Background The laboratory testing process consist of five analysis phases featuring the total
testing process framework. Activities in laboratory process, including those of testing are …

Using machine learning to develop an autoverification system in a clinical biochemistry laboratory

H Wang, H Wang, J Zhang, X Li, C Sun… - Clinical Chemistry and …, 2021 - degruyter.com
Objectives Autoverification systems have greatly improved laboratory efficiency. However,
the long-developed rule-based autoverfication models have limitations. The machine …

[HTML][HTML] Designing and validating an autoverification system of biochemical test results in Hatay Mustafa Kemal University, clinical laboratory

BÜ Gül, O Özcan, S Doğan, A Arpaci - Biochemia Medica, 2022 - hrcak.srce.hr
Sažetak IntroductionAutoverification (AV) is a postanalytical tool that uses algorithms to
validate test results according to specified criteria. The Clinical and Laboratory Standard …

Improving the laboratory result release process in the light of ISO 15189: 2012 standard

HC Çubukçu, F Vanstapel, M Thelen… - Clinica Chimica …, 2021 - Elsevier
Abstract The ISO 15189: 2012 standard section 5.9. 1 requires laboratories to review results
before release, considering quality control, previous results, and clinical information, if any …

Use of the WISN method to assess the health workforce requirements for the high-volume clinical biochemical laboratories

S Stankovic, M Santric Milicevic - Human Resources for Health, 2022 - Springer
Background The clinical laboratory services, as an essential part of health care, require
appropriate staff capacity to assure satisfaction and improve outcomes for both patients and …

A model to establish autoverification in the clinical laboratory

DI Topcu, O Gulbahar - Clinical Biochemistry, 2021 - Elsevier
Objectives Autoverification is the process of evaluating and validating laboratory results
using predefined computer-based algorithms without human interaction. By using …

Benefit analysis of the auto-verification system of intelligent inspection for microorganisms

YH Ou, YT Chang, DP Chen, CW Chuang… - Frontiers in …, 2024 - frontiersin.org
In recent years, the automatic machine for microbial identification and antibiotic susceptibility
tests has been introduced into the microbiology laboratory of our hospital, but there are still …

Optimization and validation of limit check error-detection performance using a laboratory-specific data-simulation approach: a prerequisite for an evidence-based …

HH van Rossum - The Journal of Applied Laboratory Medicine, 2022 - academic.oup.com
Background Autoverification procedures based on limit checks (LCs) provide important
support to preanalytical, analytical, and postanalytical quality assurance in medical …