2024
Diagnostic performance of neural network algorithms in skull fracture detection on CT scans: a systematic review and meta-analysis
Sharifi G, Hajibeygi R, Zamani S, Easa A, Bahrami A, Eshraghi R, Moafi M, Ebrahimi M, Fathi M, Mirjafari A, Chan J, Dixe de Oliveira Santo I, Anar M, Rezaei O, Tu L. Diagnostic performance of neural network algorithms in skull fracture detection on CT scans: a systematic review and meta-analysis. Emergency Radiology 2024, 32: 97-111. PMID: 39680295, DOI: 10.1007/s10140-024-02300-7.Peer-Reviewed Original ResearchConceptsConvolutional neural networkArea under the receiver operating characteristic curveConvolutional neural network modelCT scanSkull fractureComputed tomographyDeep learningProspective clinical trialMeta-analysisReceiver operating characteristic curvePublication biasSkull fracture detectionSystematic reviewNeural network algorithmDetecting skull fracturesImprove diagnosis accuracyDiagnostic hurdlesShortage of radiologistsAutomated diagnostic toolTransfer learningDiagnostic performanceDiagnostic accuracyClinical trialsModel architectureNeural network
2021
Sex-based differences in helmet performance in bicycle trauma
Feler J, Maung AA, O'Connor R, Davis KA, Gerrard J. Sex-based differences in helmet performance in bicycle trauma. Journal Of Epidemiology & Community Health 2021, 75: 994-1000. PMID: 33827896, DOI: 10.1136/jech-2020-215544.Peer-Reviewed Original ResearchConceptsSex-based differencesBicycle traumaHead injuryHelmet useMultivariable logistic regression modelPatients 18 yearsRetrospective cohort studyNational Trauma DatabaseCervical spine fracturesSevere head injuryShort-term outcomesMotor vehicle collisionsSerious head injuryLogistic regression modelsAnticoagulant useCohort studyInjury overallIntracranial bleedingSpine fracturesTrauma databaseIntracranial hemorrhageCommon injuriesOdds reductionReduced oddsSkull fracture
2017
Injuries Associated with Subdural Hematoma: A Study of the National Trauma Data Bank.
Anandasivam NS, Russo GS, Samuel AM, Grant R, Bohl DD, Grauer JN. Injuries Associated with Subdural Hematoma: A Study of the National Trauma Data Bank. Connecticut Medicine 2017, 81: 215-222. PMID: 29714406.Peer-Reviewed Original ResearchConceptsNational Trauma Data BankTrauma Data BankSubdural hematomaSpine fracturesSkull fractureHigh incidenceFall mechanismUpper extremity fracturesImportant clinical pointsSDH patientsExtremity fracturesOrgan injurySpinal injuryTraumatic mechanismSternum injuriesPatientsInjuryClinical pointHematomaMortalityIncidenceFracturesRisk
2012
Ultrasound Evaluation of Skull Fractures in Children
Riera A, Chen L. Ultrasound Evaluation of Skull Fractures in Children. Pediatric Emergency Care 2012, 28: 420-425. PMID: 22531195, DOI: 10.1097/pec.0b013e318252da3b.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentChildChild, PreschoolDiagnosis, DifferentialFeasibility StudiesFemaleFollow-Up StudiesHumansInfantInfant, NewbornMalePilot ProjectsPoint-of-Care SystemsPredictive Value of TestsProspective StudiesROC CurveSkull FracturesTomography, X-Ray ComputedTrauma Severity IndicesUltrasonographyConceptsAcute closed head injuryClosed head injurySkull fractureBedside ultrasoundPediatric emergency medicineCT scanUrban tertiary care children's hospitalPredictive valueTertiary care children's hospitalTest characteristicsUnnecessary CT scansClinical decision rulePediatric emergency departmentEmergency medicineComputed tomography scanNegative predictive valuePositive predictive valueMonths of trainingMedian ageChildren's HospitalUltrasound evaluationEmergency departmentHead injuryBedside ultrasonographyTomography scan
1998
Impact of bicycle helmet safety legislation on children admitted to a regional pediatric trauma center
Shafi S, Gilbert J, Loghmanee F, Allen J, Caty M, Glick P, Carden S, Azizkhan R. Impact of bicycle helmet safety legislation on children admitted to a regional pediatric trauma center. Journal Of Pediatric Surgery 1998, 33: 317-321. PMID: 9498409, DOI: 10.1016/s0022-3468(98)90454-7.Peer-Reviewed Original ResearchConceptsRegional pediatric trauma centerPediatric trauma centerTrauma centerHead injuryCerebral edemaCerebral contusionIntracranial hemorrhageHelmet useSkull fractureExact testPediatric injury prevention programBicycle safety helmetsDiffuse cerebral edemaLess intracranial hemorrhageInjury prevention programsBicycle crashesProportion of childrenFisher's exact testYears of ageBicycle helmetsMultiple head injuriesInjuryPrevention programsCrash victimsConcussion
1994
CAROTID INJURY SECONDARY TO BLUNT HEAD TRAUMA
Goodwin J, Johnson M. CAROTID INJURY SECONDARY TO BLUNT HEAD TRAUMA. Journal Of Trauma And Acute Care Surgery 1994, 37: 119-122. PMID: 8028047, DOI: 10.1097/00005373-199407000-00021.Peer-Reviewed Original Research
This site is protected by hCaptcha and its Privacy Policy and Terms of Service apply