Publisher Correction: Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
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View abstract on PubMed
Summary
This summary is machine-generated.This article corrects errors in figure labels for specificity and deep neural network predictions. The updated figures accurately reflect the data analysis in the study.
Area Of Science
- Biomedical data analysis
- Machine learning in healthcare
- Statistical reporting standards
Context
- Accurate representation of data is crucial for scientific integrity.
- Previous versions of the article contained labeling errors in key figures.
- Corrections were necessary to ensure clarity and reproducibility.
Purpose
- To correct inaccuracies in the graphical representation of study findings.
- To ensure the precise interpretation of performance metrics.
- To maintain the high standards of scientific publication.
Summary
- The article details corrections to axis labels in Figure 1a and Figure 2b.
- Figure 1a's x-axis was corrected from 'Specificity' to '1 - Specificity'.
- Figure 2b's x-axis was corrected from 'DNN predicted label' to 'Average cardiologist label'.
Impact
- Ensures accurate understanding of the study's results regarding diagnostic performance.
- Enhances the reliability and trustworthiness of the published research.
- Provides a corrected reference for future scientific work in this domain.
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