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PHORA-Pulmonary Hypertension Outcome Risk Assessment

PHORA-Pulmonary Hypertension Outcome Risk Assessment
PHORA-肺动脉高压结果风险评估
批准号:
10504254
负责人:
Ayesha Hasan
金额:
$72.14万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-09-01 至 2027-06-30
关键词:
AcademiaAdultBayesian ModelingBehaviorBehavioralBenchmarkingBiological MarkersBiomedical EngineeringCardiovascular PathologyCaringChildChildhoodClinicalClinical Decision Support SystemsClinical TrialsClinical Trials DesignCommunitiesComplexConsensusDataData ElementData SetDatabasesDerivation procedureDevelopmentDiscriminationDiseaseDisease ProgressionFeedbackFingerprintFoundationsFutureGenerationsGenomicsGoalsImageImage EnhancementIndividualIndustryIntentionInterventionMachine LearningModelingModernizationMonitorNatureOutcomePalliative CarePathway interactionsPatient riskPatient-Focused OutcomesPatientsPatternPediatricsPerformancePharmacologic SubstancePhenotypePhysiciansPopulationPrognosisProviderPublicationsPulmonary Heart DiseasePulmonary HypertensionQuality of lifeRandomized Clinical TrialsRegistriesResourcesRiskRisk AssessmentSensitivity and SpecificityStandardizationStatistical ModelsTestingTherapeuticTrainingTreatment EffectivenessUpdateValidationVascular remodelingWorkbasebehavioral outcomebiobankclinical practiceclinical predictorscohortcomputer human interactioncomputer sciencecostcost effectivenessdata miningdata registrydiagnostic toolgenomic datahypertension treatmentimaging biomarkerimprovedindividualized medicineintervention costmachine learning methodmedical specialtiesmultidisciplinaryneglectnext generationnovel markeroutcome predictionpatient subsetsprediction algorithmprognosticprospectiveprovider adoptionprovider behaviorpulmonary arterial hypertensionresponserisk predictionrisk stratificationsupport toolssurvival predictiontooltreatment responseuptake

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ABSTRACT This application seeks to develop improve and expand a multi-platform clinical decision support system (CDSS) in pulmonary arterial hypertension (PAH) for physicians, PHORA (Pulmonary Hypertension Outcomes Risk Assessment), which can be used in adults and children to: a) guide therapeutic decisions and b) optimize clinical trial design. We will achieve this goal by utilizing clinical trial data from several large databases of completed trials in PAH, ongoing adult and Pediatric PAH registries and Biobanks. The proposed aims co-create the CDSS with a multi-disciplinary group of specialties including: biomedical engineering, advanced PAH, computer science (machine learning/data mining), human computer interaction, and palliative care experts. Our intention is to engage all stakeholders to achieve consensus and thereby assure the acceptance of PHORA into practice. Successful completion of this project will lay the foundation for a prospective, multi-center META-Registry in which PHORA will be evaluated with respect to modeling best practice interventions leading to improved long-term patient outcomes. The ultimate aim is to disseminate this resource so as to improve the efficiency, efficacy, and cost-effectiveness of this treatment for PAH.
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