2025
Using natural language processing to identify emergency department patients with incidental lung nodules requiring follow‐up
Moore C, Socrates V, Hesami M, Denkewicz R, Cavallo J, Venkatesh A, Taylor R. Using natural language processing to identify emergency department patients with incidental lung nodules requiring follow‐up. Academic Emergency Medicine 2025, 32: 274-283. PMID: 39821298, DOI: 10.1111/acem.15080.Peer-Reviewed Original ResearchNatural language processingIncidental lung nodulesFollow-upChest CTsCT reportsF1 scoreLung nodulesEmergency departmentLanguage processingFollow-up of incidental findingsIncidental findingNatural language processing developersAbsence of malignancyMetrics of precisionNatural language processing pipelineNatural language processing metricsChest CT reportsRecommended follow-upEmergency department patientsFollow-up rateLanguage modelLung cancerReduce errorsMalignancyDepartment patients
2015
Incidental Findings on CT for Suspected Renal Colic in Emergency Department Patients: Prevalence and Types in 5,383 Consecutive Examinations
Samim M, Goss S, Luty S, Weinreb J, Moore C. Incidental Findings on CT for Suspected Renal Colic in Emergency Department Patients: Prevalence and Types in 5,383 Consecutive Examinations. Journal Of The American College Of Radiology 2015, 12: 63-69. PMID: 25557571, DOI: 10.1016/j.jacr.2014.07.026.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAge DistributionAgedAged, 80 and overComorbidityConnecticutEmergency Medical ServicesEmergency Service, HospitalFemaleHumansIncidental FindingsLung DiseasesMaleMiddle AgedPelvic Inflammatory DiseasePrevalenceRenal ColicRisk AssessmentSex DistributionTomography, X-Ray ComputedUrolithiasisYoung AdultConceptsImportant incidental findingsNon-enhanced CT scansIncidental findingRenal colicEmergency departmentCT scanSuspected Renal ColicEmergency department patientsSubstantial inter-rater agreementSubset of reportsACR White PaperAdult patientsDepartment patientsRetrospective reviewProspective studyHigh prevalenceConsensus recommendationsInter-rater agreementConsecutive examinationsInter-rater variabilityOlder individualsColicPrevalencePatientsScans
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