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
2021
Development and Validation of a Natural Language Processing Tool to Identify Injuries in Infants Associated With Abuse
Tiyyagura G, Asnes AG, Leventhal JM, Shapiro ED, Auerbach M, Teng W, Powers E, Thomas A, Lindberg DM, McClelland J, Kutryb C, Polzin T, Daughtridge K, Sevin V, Hsiao AL. Development and Validation of a Natural Language Processing Tool to Identify Injuries in Infants Associated With Abuse. Academic Pediatrics 2021, 22: 981-988. PMID: 34780997, PMCID: PMC9095755, DOI: 10.1016/j.acap.2021.11.004.Peer-Reviewed Original Research
2003
Advances in clinical forensic medicine
Santucci KA, Hsiao AL. Advances in clinical forensic medicine. Current Opinion In Pediatrics 2003, 15: 304-308. PMID: 12806262, DOI: 10.1097/00008480-200306000-00014.Peer-Reviewed Original ResearchMeSH KeywordsBurnsChildChild AbuseChild Abuse, SexualForensic MedicineHumansInfantShaken Baby SyndromeConceptsPractical clinical tipsUnexpected childhood deathAcute care settingClinical forensic medicineForensic medicineChildhood deathsInjury recognitionCare settingsPrehospital careBaby syndromeTraining hospitalsPatient careThermal injuryClinical tipsInjuryBranches of medicineInterpretation of injuriesMedical aspectsMedical professionalsCareForensic evaluationMedicineRecent insightsChild abuseSexual assault