August 15, 2025Open Access

Heterogeneous Effect of Automated Alerts on Mortality

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Authors

BWBenjamin D. WisselDuke University ZPZana PercyUniversity of Cincinnati Medical Center TZTanner J. ZachemDuke University

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Implication

This analysis reveals varied mortality outcomes from automated alerts in acute kidney injury patients, highlighting the need for tailored alert strategies.

Key Points

Automated alerts improved mortality outcomes in specific patient groups, indicating a need for personalized approaches.
Among patients with acute kidney injury, those predicted to benefit from alerts had significantly lower mortality rates compared to those who were not.
This observational analysis evaluated data from 13,483 hospitalized patients across multiple randomized controlled trials.
Tailoring alerts to patient characteristics may enhance clinical outcomes, suggesting further research is warranted.

Cite This Study

Wissel et al. (2025) studied this question.

synapsesocial.com/papers/68a366930a429f797332be8e https://doi.org/10.1101/2025.08.11.25333302

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Implication

This analysis reveals varied mortality outcomes from automated alerts in acute kidney injury patients, highlighting the need for tailored alert strategies.

Heterogeneous Effect of Automated Alerts on Mortality

Discussion

Member takes

Implication

Key Points

Cite This Study

Heterogeneous Effect of Automated Alerts on Mortality

Discussion

Member takes

Implication

Key Points

Cite This Study

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