Combined strategy of knowledge‐based rule selection and historical data percentile‐based range determination to improve an autoverification system for clinical chemistry test results
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Clinical Laboratory Analysis"
DOI: 10.1002/jcla.24233
Abstract: Current autoverification, which is only knowledge‐based, has low efficiency. Regular historical data analysis may improve autoverification range determination. We attempted to enhance autoverification by selecting autoverification rules by knowledge and ranges from historical data. This… read more here.
Keywords: system; chemistry; historical data; autoverification ... See more keywords
A model to establish autoverification in the clinical laboratory.
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DOI: 10.1016/j.clinbiochem.2021.03.018
Abstract: OBJECTIVES Autoverification is the process of evaluating and validating laboratory results using predefined computer-based algorithms without human interaction. By using autoverification, all reports are validated according to the standard evaluation criteria with predefined rules, and… read more here.
Keywords: proposed model; establish autoverification; model; evaluation ... See more keywords
Designing and validating an autoverification system of biochemical test results in Hatay Mustafa Kemal University, clinical laboratory
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DOI: 10.11613/bm.2022.030704
Abstract: Introduction Autoverification (AV) is a postanalytical tool that uses algorithms to validate test results according to specified criteria. The Clinical and Laboratory Standard Institute (CLSI) document for AV of clinical laboratory test result (AUTO-10A) includes… read more here.
Keywords: system; test; test results; clinical laboratory ... See more keywords
Designing and evaluating autoverification rules for thyroid function profiles and sex hormone tests
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DOI: 10.1177/0004563217712291
Abstract: Purpose Following the analytical phase, the current practice of many hospital laboratories involves the manual verification of all test results followed by the production of the report. However, manual verification is a time-consuming and tedious… read more here.
Keywords: autoverification rules; verification; autoverification; thyroid function ... See more keywords
Development and implementation of an LIS-based validation system for autoverification toward zero defects in the automated reporting of laboratory test results
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DOI: 10.1186/s12911-021-01545-3
Abstract: Background Validation of the autoverification function is one of the critical steps to confirm its effectiveness before use. It is crucial to verify whether the programmed algorithm follows the expected logic and produces the expected… read more here.
Keywords: validation; lis based; autoverification; human machine ... See more keywords
An Objective Approach to Deriving the Clinical Performance of Autoverification Limits.
Sign Up to like & getrecommendations! Published in 2022 at "Annals of laboratory medicine"
DOI: 10.3343/alm.2022.42.5.597
Abstract: This study describes an objective approach to deriving the clinical performance of autoverification rules to inform laboratory practice when implementing them. Anonymized historical laboratory data for 12 biochemistry measurands were collected and Box-Cox-transformed to approximate… read more here.
Keywords: clinical performance; objective approach; approach deriving; performance autoverification ... See more keywords