(MEnD-AKI) Multicenter Implementation of an Electronic Decision Support System for Drug-associated AKI
(MEnD-AKI) Multicenter Implementation of an Electronic Decision Support System for Drug-associated AKI
批准号:
10414976
负责人:
Azra Bihorac
金额:
$63.05万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-06-01 至 2026-03-31
关键词:
AccountingAcute Renal Failure with Renal Papillary NecrosisAddressAdoptedAdultAdverse drug eventCaringCessation of lifeChronicClinicalClinical Decision Support SystemsClinical Practice GuidelineComputerized Medical RecordCost AnalysisCoupledDataDecision Support SystemsDependenceDevelopmentDiagnosticDialysis procedureDoseDrug ModelingsEarly DiagnosisEffectivenessEtiologyEventGoalsGuidelinesHealth systemHospitalistsHospitalsIncidenceInjury to KidneyInterventionKidney DiseasesLaboratoriesLength of StayLightMachine LearningMeasuresMedical centerOperative Surgical ProceduresOutcomePatient CarePatient-Focused OutcomesPatientsPerceptionPerformancePharmaceutical PreparationsPharmacistsPhysiciansPredictive AnalyticsPredictive ValueProviderPublishingRandomizedRandomized Controlled TrialsRecommendationRecoveryReportingResearchResidual stateRiskRisk AssessmentSensitivity and SpecificitySeriesServicesSiteStagingSurveysSystemTestingTherapeutic InterventionTimeUnited StatesUniversitiesUpdateaging populationbasecare providersclinical decision supportclinical riskcomorbiditycostcost effectivenessdesigndetection platformeffectiveness evaluationequipment trainingexperiencegroup interventionhigh riskimaging agentimplementation costimplementation interventionimprovedinnovationmortalitynephrotoxicitynon-drugpost interventionprematurerenal damagerisk prediction modelstandard of care
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Abstract
Acute Kidney Injury (AKI) in the US has increased by 38% over the last eight years, with drugs as a major
contributor to AKI in hospitalized patients. Drug-associated AKI (D-AKI) results in severe consequences with
approximately 40% of patients experiencing in-hospital death or dialysis dependence and 70% having
evidence of residual kidney damage following the initial D-AKI event. We have determined that many patients
at high risk for AKI are identified late and often continue to receive nephrotoxic drugs until AKI becomes
severe. Thus, we designed a proposal to address the need for early, appropriate management of nephrotoxins
in high-risk patients by studying the effect of an advanced clinical decision support system (CDSS) for primary
physicians and hospitalists aimed at reducing D-AKI in hospitalized adults. Specifically, we aim to 1) optimize
the clinical performance of D-AKI risk-alerts generated by a clinical decision support system; 2) test whether an
advanced clinical decision support system coupled with a pharmacist-led intervention improves short and long-
term outcomes for patients with D-AKI; and 3) determine physician perception of the pharmacists’
performance, physician acceptance and cost-effectiveness of our intervention.
In 2012 Kidney Disease Improving Global Outcomes (KDIGO) published the first comprehensive AKI clinical
practice guideline. Recommendations include the use of standard criteria for defining and staging AKI and a
series of stage-based management steps to be considered for all patients with AKI or at risk for developing it.
However, clinicians have been slow to adopt these recommendations and some groups (most notably the US
KDOQI expert panel), while endorsing the guideline overall, have called for more research testing the
recommendations. Our proposal directly addresses this concern by testing whether a unique clinical decision
support system identifying high risk patients coupled with an advanced pharmacist service directed to the
primary physician can address D-AKI and drug dosing for other forms of AKI to improve patient care. Thus, our
central goal is to examine the effect of a pharmacist-led intervention on the early detection and management of
AKI, progression of and short-term recovery from AKI, and on various AKI-related outcomes.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Bridge2AI: Patient-Focused Collaborative Hospital Repository Uniting Standards (CHoRUS) for Equitable AI
-
批准号:10858694
-
项目类别:
-
资助金额:$637.03万
-
财政年份:2022
-
负责人:Azra Bihorac
-
依托单位:
Bridge2AI: Patient-Focused Collaborative Hospital Repository Uniting Standards (CHoRUS) for Equitable AI
-
批准号:10472824
-
项目类别:
-
资助金额:$588.03万
-
财政年份:2022
-
负责人:Azra Bihorac
-
依托单位:
(MEnD-AKI) Multicenter Implementation of an Electronic Decision Support System for Drug-associated AKI
-
批准号:10594086
-
项目类别:
-
资助金额:$27.89万
-
财政年份:2021
-
负责人:Azra Bihorac
-
依托单位:
ADAPT: Autonomous Delirium Monitoring and Adaptive Prevention
-
批准号:10396041
-
项目类别:
-
资助金额:$59.9万
-
财政年份:2021
-
负责人:Azra Bihorac
-
依托单位:
(MEnD-AKI) Multicenter Implementation of an Electronic Decision Support System for Drug-associated AKI
-
批准号:10609525
-
项目类别:
-
资助金额:$63.56万
-
财政年份:2021
-
负责人:Azra Bihorac
-
依托单位:
ADAPT: Autonomous Delirium Monitoring and Adaptive Prevention
-
批准号:10178157
-
项目类别:
-
资助金额:$61.26万
-
财政年份:2021
-
负责人:Azra Bihorac
-
依托单位:
(MEnD-AKI) Multicenter Implementation of an Electronic Decision Support System for Drug-associated AKI
-
批准号:10209005
-
项目类别:
-
资助金额:$56.22万
-
财政年份:2021
-
负责人:Azra Bihorac
-
依托单位:
Intelligent Intensive Care Unit (I2CU): Pervasive Sensing and Artificial Intelligence for Augmented Clinical Decision-making
-
批准号:10154047
-
项目类别:
-
资助金额:$63.21万
-
财政年份:2021
-
负责人:Azra Bihorac
-
依托单位:
Intelligent Intensive Care Unit (I2CU): Pervasive Sensing and Artificial Intelligence for Augmented Clinical Decision-making
-
批准号:10580785
-
项目类别:
-
资助金额:$60.06万
-
财政年份:2021
-
负责人:Azra Bihorac
-
依托单位:
Intelligent Intensive Care Unit (I2CU): Pervasive Sensing and Artificial Intelligence for Augmented Clinical Decision-making
-
批准号:10374834
-
项目类别:
-
资助金额:$59.49万
-
财政年份:2021
-
负责人:Azra Bihorac
-
依托单位:
ADAPT: Autonomous Delirium Monitoring and Adaptive Prevention
-
批准号:10602426
-
项目类别:
-
资助金额:$55.72万
-
财政年份:2021
-
负责人:Azra Bihorac
-
依托单位:
Explainable, Fair, Reproducible and Collaborative Surgical Artificial Intelligence: Integrating data, algorithms and clinical reasoning for surgical risk assessment (XAI-IDEALIST)
-
批准号:10445486
-
项目类别:
-
资助金额:$55.49万
-
财政年份:2016
-
负责人:Azra Bihorac
-
依托单位:
Integrating data, algorithms and clinical reasoning for surgical risk assessment
-
批准号:9233163
-
项目类别:
-
资助金额:$53.14万
-
财政年份:2016
-
负责人:Azra Bihorac
-
依托单位:
Explainable, Fair, Reproducible and Collaborative Surgical Artificial Intelligence: Integrating data, algorithms and clinical reasoning for surgical risk assessment (XAI-IDEALIST)
-
批准号:10681418
-
项目类别:
-
资助金额:$54.2万
-
财政年份:2016
-
负责人:Azra Bihorac
-
依托单位:
PROMISES: Progenitor Endothelial Cells as a Marker of Endothelial Injury and Repa
-
批准号:8280337
-
项目类别:
-
资助金额:$12.42万
-
财政年份:2010
-
负责人:Azra Bihorac
-
依托单位:
PROMISES: Progenitor Endothelial Cells as a Marker of Endothelial Injury and Repa
-
批准号:8076251
-
项目类别:
-
资助金额:$12.42万
-
财政年份:2010
-
负责人:Azra Bihorac
-
依托单位:
PROMISES: Progenitor Endothelial Cells as a Marker of Endothelial Injury and Repa
-
批准号:8496075
-
项目类别:
-
资助金额:$12.42万
-
财政年份:2010
-
负责人:Azra Bihorac
-
依托单位:
PROMISES: Progenitor Endothelial Cells as a Marker of Endothelial Injury and Repa
-
批准号:7787562
-
项目类别:
-
资助金额:$12.42万
-
财政年份:2010
-
负责人:Azra Bihorac
-
依托单位: