Ann Lab Med.  2023 Sep;43(5):399-400. 10.3343/alm.2023.43.5.399.

Laboratory Data Quality Evaluation in the Big Data Era

Affiliations
  • 1Department of Laboratory Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea


Reference

1. Wang L, Alexander CA. 2020; Big data analytics in medical engineering and healthcare: methods, advances and challenges. J Med Eng Technol. 44:267–83. DOI: 10.1080/03091902.2020.1769758. PMID: 32498594.
Article
2. Jeong T, Cho E, Lee K, Lee W, Yun YM, Chun S, et al. 2021; Recent trends in creatinine assays in Korea: Long-term accuracy-based proficiency testing survey data by the Korean Association of External Quality Assessment Service (2011-2019). Ann Lab Med. 41:372–9. DOI: 10.3343/alm.2021.41.4.372. PMID: 33536355. PMCID: PMC7884186.
Article
3. Yoon YA, Lee YW, Kim S, Lee K, Park HD, Chun S, et al. 2021; Standardization status of total cholesterol concentration measurement: analysis of Korean External Quality Assessment Data. Ann Lab Med. 41:366–71. DOI: 10.3343/alm.2021.41.4.366. PMID: 33536354. PMCID: PMC7884189.
Article
4. Nam Y, Lee JH, Kim SM, Jun SH, Song SH, Lee K, et al. 2022; Periodic comparability verification and within-laboratory harmonization of clinical chemistry laboratory results at a large healthcare center with multiple instruments. Ann Lab Med. 42:150–9. DOI: 10.3343/alm.2022.42.2.150. PMID: 34635608. PMCID: PMC8548239.
Article
5. Kim S, Cho EJ, Jeong TD, Park HD, Yun YM, Lee K, et al. 2023; Proposed model for evaluating real-world laboratory results for big data research. Ann Lab Med. 43:104–7. DOI: 10.3343/alm.2023.43.1.104. PMID: 36045065. PMCID: PMC9467825.
Article
6. Cho EJ, Jeong TD, Kim S, Park HD, Yun YM, Chun S, et al. 2023; A new strategy for evaluating the quality of laboratory results for big data research: using external quality assessment survey data (2010-2020). Ann Lab Med. 43:425–33. DOI: 10.3343/alm.2023.43.5.425. PMID: 37080743.
Article
7. Kim S, Lee K, Park HD, Lee YW, Chun S, Min WK. 2021; Schemes and Performance Evaluation Criteria of Korean Association of External Quality Assessment (KEQAS) for Improving Laboratory Testing. Ann Lab Med. 41:230–9. DOI: 10.3343/alm.2021.41.2.230. PMID: 33063686. PMCID: PMC7591290.
Article
Full Text Links
  • ALM
Actions
Cited
CITED
export Copy
Close
Share
  • Twitter
  • Facebook
Similar articles
Copyright © 2024 by Korean Association of Medical Journal Editors. All rights reserved.     E-mail: koreamed@kamje.or.kr