ArticlePediatric research2021
Impact of integrated clinical decision support systems in the management of pediatric acute kidney injury: a pilot study.
Article in Pediatric research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Pooled it
- US Pediatric Hospitalizations Complicated by Acute Kidney Injury and Dialysis From 1997 to 2022.JAMA network open · 2026Article
- Current status and future directions for the use of artificial intelligence in pediatric critical care nephrology.Pediatric nephrology (Berlin, Germany) · 2026Review
- External Validation, Recalibration, and Extension of a Prediction Model of Early Acute Kidney Injury in Critically Ill Children Using Multicenter Data.Critical care explorations · 2026Article
- Long-Term Kidney Outcomes after Pediatric Acute Kidney Injury.Journal of the American Society of Nephrology : JASN · 2024Article
- The use of imputation in clinical decision support systems: a cardiovascular risk management pilot vignette study among clinicians.European heart journal. Digital health · 2024Article
- Utilizing electronic medical records alert to improve documentation of neonatal acute kidney injury.Pediatric nephrology (Berlin, Germany) · 2024Article
- Pediatric AKI in the real world: changing outcomes through education and advocacy-a report from the 26th Acute Disease Quality Initiative (ADQI) consensus conference.Pediatric nephrology (Berlin, Germany) · 2024Article
- A proposed framework for advancing acute kidney injury risk stratification and diagnosis in children: a report from the 26th Acute Disease Quality Initiative (ADQI) conference.Pediatric nephrology (Berlin, Germany) · 2024Article
- Information displays for automated surveillance algorithms of in-hospital patient deterioration: a scoping review.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Patient level factors increase risk of acute kidney disease in hospitalized children with acute kidney injury.Pediatric nephrology (Berlin, Germany) · 2023Article
- Integrated care for children living with complex care needs: an evolutionary concept analysis.European journal of pediatrics · 2023Review
- Laboratory Diagnostic of Acute Kidney Injury and Its Progression: Risk of Underdiagnosis in Female and Elderly Patients.Journal of clinical medicine · 2023Article
- AKI in Hospitalized Children: Poorly Documented (and Underrecognized).Frontiers in pediatrics · 2021Article
- For Whom the Bell Tolls: Acute Kidney Injury and Electronic Alerts for the Pediatric Nephrologist.Frontiers in pediatrics · 2021Review
- Artificial Intelligence in Acute Kidney Injury: From Static to Dynamic Models.Advances in chronic kidney disease · 2021Review
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAcute kidney injury (AKI) is common but not often recognized. Early recognition and management may improve patient outcomes.
methodsThis is a prospective, nonrandomized study of clinical decision support (CDS) system [combining electronic alert and standardized care pathway (SCP)] to evaluate AKI detection and progression in hospitalized children. The study was done in three phases: pre-, intervention (CDS) and post. During CDS, text-page with AKI stage and link to SCP was sent to patient's contact provider at diagnosis of AKI using creatinine. The SCP provided guidelines on AKI management [AEIOU: Assess cause of AKI, Evaluate drug doses, Intake-Output charting, Optimize volume status, Urine dipstick].
resultsIn all, 239 episodes of AKI in 225 patients (97 females, 43.1%) were analyzed. Proportion of patients with decrease in the stage of AKI after onset was 71.4% for CDS vs. 64.4% for pre- and 55% for post-CDS phases (p = 0.3). Documentation of AKI was higher during CDS (74.3% CDS vs. 47.5% pre- and 57.5% post-, p < 0.001). Significantly greater proportion of patients had nephrotoxic medications adjusted, or fluid plan changed during CDS. Patients from CDS phase had higher eGFR at discharge and at follow-up.
conclusionsAKI remains under-recognized. CDS (electronic alerts and SCP) improve recognition and allow early intervention. This may improve long-term outcomes, but larger studies are needed. IMPACT: Acute kidney injury can cause significant morbidity and mortality. It is under-recognized in children. Clinical decision support can be used to leverage existing data in the electronic health record to improve AKI recognition. This study demonstrates the use of a novel, electronic health record-linked, clinical decision support tool to improve the recognition of AKI and guideline-adherent clinical care.
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