Natural Language Processing to Identify Infants Aged 90 Days and Younger With Fevers Prior to Presentation.
Aronson P, Kuppermann N, Mahajan P, Nielsen B, Olsen C, Meeks H, Grundmeier R. Natural Language Processing to Identify Infants Aged 90 Days and Younger With Fevers Prior to Presentation. Hospital Pediatrics 2024 PMID: 39679596, DOI: 10.1542/hpeds.2024-008051.Peer-Reviewed Original ResearchElectronic health recordsEmergency departmentNatural language processing algorithmsElectronic health record dataPediatric Emergency Care Applied Research Network RegistryFebrile infantsNatural language processingCross-sectional studyTrauma-related diagnosesPositive predictive valueHealth recordsHealth systemDocumented feverClinical notesPre-EDNetwork registryCohort identificationVisitsLanguage processingNLP algorithmsPredictive valueInfantsFeverResearch studiesFebrile infants aged ≤60 days: evaluation and management in the emergency department.
Palladino L, Woll C, Aronson P. Febrile infants aged ≤60 days: evaluation and management in the emergency department. Pediatric Emergency Medicine Practice 2024, 21: 1-28. PMID: 38266065.Peer-Reviewed Original ResearchConceptsInvasive bacterial infectionsBacterial infectionsManagement of febrile young infantsAmerican Academy of Pediatrics clinical practice guidelineYoung infantsFebrile young infantsPediatrics clinical practice guidelineEmergency departmentUrinary tract infectionRisk stratification toolPositive viral testClinical practice guidelinesTract infectionsViral testingEmergency cliniciansSevere outcomesAmerican AcademyInfectionPractice guidelinesInfantsDepartmentFeverEmergency