grant
Novel Methods for Joint Prediction in the presence of mortality
Organization HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTHLocation BOSTON, UNITED STATESPosted 11 Mar 2026
NIHUS FederalResearch GrantFY202565 and older65 or older65 years of age and older65 years of age or more65 years of age or older65+ years65+ years oldAD dementiaAge YearsAged 65 and OverAlzheimer Type DementiaAlzheimer disease dementiaAlzheimer sclerosisAlzheimer syndromeAlzheimer'sAlzheimer's DiseaseAlzheimers DementiaAnxietyAreaBenefits and RisksCalibrationCaringCause of DeathCessation of lifeCirculatory CollapseClinicalClinical DataClinico-Pathologic ConferenceClinico-Pathological ConferenceCodeCoding SystemCognitive DisturbanceCognitive ImpairmentCognitive declineCognitive function abnormalComplexConsultationsDangerousnessDataDeathDecision MakingDevelopmentDiseaseDisorderDisturbance in cognitionElderlyEvaluationEventFellowshipHealthHealth CareHealth StatusHeartHeart failureImpaired cognitionImplantImplantable Cardioverter-DefibrillatorsImplantable DefibrillatorsIndividualInterventionInvestigationInvestigatorsJointsJournalsLeftLevel of HealthLifeLife ExperienceLiteratureMachine LearningMagazineMaximum Likelihood EstimateMeasuresMental DepressionMethodsModelingNeonatal Intensive Care UnitsNewborn Intensive Care UnitsOutcomePainPainfulPatientsPeer ReviewPerformancePhysiciansPredicting RiskPremature InfantPrimary PreventionPrimary Senile Degenerative DementiaProbabilistic ModelsProbabilityProbability ModelsPublishingQOLQuality of lifeReportingResearch PersonnelResearchersRiskRisk FactorsShockStatistical ModelsTimeWorkabove age 65advanced ageafter age 65age 65 and greaterage 65 and olderage 65 or olderageage of 65 years onwardaged 65 and greateraged 65+aged ≥65cardiac failurecardiac rhythmcirculatory shockclinical conferenceclinical decision-makingcognitive dysfunctioncognitive losscohortconsultationdata complexitydementia caredepressiondevelopmentaldiscrete timeend of lifeend-of-lifeforecasting riskfrailtygeriatrichealth levelheart rhythmhuman old age (65+)implantationimprovedinfants born prematureinfants born prematurelyinterestinternet portalmachine based learningmethod developmentmortalityneonatal ICUnovelon-line portalonline portalover 65 yearspalliativepredict riskpredict riskspredicted riskpredicted riskspredicting riskspredictive riskpredicts riskpremature babypremature infant humanpreterm babypreterm infantpreterm infant humanprimary degenerative dementiaprimary outcomeprospectiverisk predictionrisk prediction algorithmrisk prediction modelrisk prediction systemrisk prediction toolrisk predictionssenile dementia of the Alzheimer typesenior citizenshocksside effectsimulationstatistical linear mixed modelsstatistical linear modelssudden cardiac deathtargeted drug therapytargeted drug treatmentstargeted therapeutictargeted therapeutic agentstargeted therapytargeted treatmentuser-friendlyweb portalweb-based portal≥65 years
Description preview
Project Summary and Abstract
Health care decisions are made in challenging clinical settings where patients and physicians have to con-
tend with complex trade-offs across a range of longitudinal and time-to-event quality-of-life outcomes and mortal-
ity. The recent advent of Machine Learning has strongly contributed to a substantial interest in…
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