Concepedia

Medical data quality assessment: On the development of an automated framework for medical data curation

Vasileios C. Pezoulas, Fanis Kalatzis, Themis P. Exarchos, Aliki I. Venetsanopoulou, Saviana Gandolfo, Fotini N. Skopouli, Salvatore De Vita, Athanasios G. Tzioufas, Dimitrios I. Fotiadis

Computers in Biology and Medicine · 2019 · 92 citations · 19 references

Concepts

ComputingBiomedical InformaticsHealth InformaticsClinical InformaticsData ManagementElectronic Health RecordsData CleaningData CurationData NormalizationData QualityData Quality AssessmentData Quality ControlClinical Data CurationData Quality StandardsData Repository CurationHealthcare Data QualityMedical Image Quality AssessmentResearch Data Curation

References

19

The Challenges of Data Quality and Data Quality Assessment in the Big Data Era

Li Cai, Yangyong Zhu · Data Science Journal · 2015 · 1K citations · Full text

Computing, Information Systems, Quality Management +16

Robust statistics for outlier detection

Peter J. Rousseeuw, Mia Hubert · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2011 · 769 citations

Computing, Bioinformatics, Data Science +17

A Harmonized Data Quality Assessment Terminology and Framework for the Secondary Use of Electronic Health Record Data

Michael G. Kahn, Tiffany J. Callahan, Juliana Barnard et al. · eGEMs (Generating Evidence & Methods to improve patient outcomes) · 2016 · 604 citations · Full text

Computing, Health Informatics, Quality Management +17

Medical big data: promise and challenges

Choong Ho Lee, Hyung‐Jin Yoon · Kidney Research and Clinical Practice · 2017 · 597 citations · Full text

Computing, Biostatistics, Health Informatics +13

Data mining applications in healthcare

Francisca Nonyelum Ogwueleka · International Journal of Natural and Applied Sciences · 2010 · 558 citations

Computing, Data Science, Health Informatics +15