2023
Natural Language Processing — A Surveillance Stepping Stone to Identify Child Abuse
Shum M, Hsiao A, Teng W, Asnes A, Amrhein J, Tiyyagura G. Natural Language Processing — A Surveillance Stepping Stone to Identify Child Abuse. Academic Pediatrics 2023, 24: 92-96. PMID: 37652162, PMCID: PMC10840716, DOI: 10.1016/j.acap.2023.08.015.Peer-Reviewed Original ResearchConceptsClinical guidelinesClinical decision support toolSignificant demographic differencesED providersProvider notesInsurance statusGeneral EDsClinical careAbuse evaluationsED typeChild protective servicesChild abuseInjuryAppropriate evaluationChild physical abuseNLP algorithmDemographic differencesPhysical abuseAdherenceDemographic variablesProtective servicesNatural language processing algorithmAbuse
2019
Oral injuries in children less than 24 months of age in a pediatric emergency department
Woolf SM, Leventhal JM, Gaither JR, Hardikar P, Langhan ML, Bechtel K, Auerbach MA, Tiyyagura G. Oral injuries in children less than 24 months of age in a pediatric emergency department. Child Abuse & Neglect 2019, 89: 70-77. PMID: 30639971, DOI: 10.1016/j.chiabu.2019.01.006.Peer-Reviewed Original ResearchConceptsPediatric emergency departmentOral injuriesChief complaintEmergency departmentAbuse evaluationsTertiary care pediatric emergency departmentMedical chief complaintsMonths old presentingPediatric emergency medicine physiciansProspective observational studyComplete oral examinationEmergency medicine physiciansMonths of ageYoung childrenOld presentingPatient demographicsInjury detailsChildren 12Children 0Observational studyOral examinationMedicine physiciansNon-mobile childrenInjuryPatients