Achieving high inter-rater reliability in establishing data labels: a retrospective chart review study

Background In medical research, the effectiveness of machine learning algorithms depends heavily on the accuracy of labeled data. This study aimed to assess inter-rater reliability (IRR) in a retrospective electronic medical chart review to create high quality labeled data on comorbidities and adver...

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Bibliographic Details
Main Authors: Hude Quan, Danielle A Southern, Yuan Xu, Cathy Eastwood, Guosong Wu, Natalie Sapiro, Cheligeer Cheligeer
Format: Article
Language:English
Published: BMJ Publishing Group 2024-04-01
Series:BMJ Open Quality
Online Access:https://bmjopenquality.bmj.com/content/13/2/e002722.full