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August 19, 2025Open Access

Comparing Expert and Computerised Pattern Identification in Antepartum Cardiotocography

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Baseline assessment in antepartum cardiotocography shows excellent agreement at ICC = 1.0, ensuring reliable monitoring outcomes.
Variability classification demonstrated only moderate concordance with Fleiss' Kappa = 0.39, indicating developmental needs in this area.
Sensitivity for detecting accelerations varied widely among clinicians, ranging from 39.2% to 97.2%, highlighting interpretative inconsistency.
The comparison of computerized methods indicated poor agreement for decelerations, emphasizing room for algorithmic refinement in fetal monitoring.

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Implication

Comparison of computerized algorithms and expert assessments in antepartum fetal monitoring reveals inconsistencies, suggesting improvements are necessary.

Cite This Study

Tolladay et al. (2025) studied this question.

synapsesocial.com/papers/68af494dad7bf08b1ead4d8a https://doi.org/10.1101/2025.08.15.25333416

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Implication

Comparison of computerized algorithms and expert assessments in antepartum fetal monitoring reveals inconsistencies, suggesting improvements are necessary.

Comparing Expert and Computerised Pattern Identification in Antepartum Cardiotocography

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Discussion

Implication

Cite This Study

Comparing Expert and Computerised Pattern Identification in Antepartum Cardiotocography

Key Points

Discussion

Implication

Cite This Study

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