2022
The Beirut ammonium nitrate blast: A multicenter study to assess injury characteristics and outcomes
Al-Hajj S, Farran SH, Zgheib H, Tfaily MA, Halaoui A, Wehbe S, Karam S, Fadlallah Y, Fahd F, Toufaili L, Arjinian S, Al-Zaghrini E, Al Hariri M, El Hussein M, Souaiby N, Mowafi H, Mufarrij AJ. The Beirut ammonium nitrate blast: A multicenter study to assess injury characteristics and outcomes. Journal Of Trauma And Acute Care Surgery 2022, 94: 328-335. PMID: 35999664, DOI: 10.1097/ta.0000000000003745.Peer-Reviewed Original ResearchConceptsInjury characteristicsInjury predictorsBlast injuryMulticenter cross-sectional studyMajor acute care hospitalsHospital chart reviewInjury Severity ScoreIntensive care unitAcute care hospitalsCross-sectional studyHead/faceSecondary blast injuriesPrimary blast injuryChart reviewNeurologic disabilityEye injuriesTrauma patientsCare unitMultiple injuriesBlast lungMulticenter studyMean ageFrequent siteMost injuriesSeverity score
2021
Household economic impact of road traffic injury versus routine emergencies in a low-income country
Mowafi H, Rice B, Nambaziira R, Nirere G, Wongoda R, James M, Group GW, Bisanzo M, Post L. Household economic impact of road traffic injury versus routine emergencies in a low-income country. Injury 2021, 52: 2657-2664. PMID: 34210454, DOI: 10.1016/j.injury.2021.06.007.Peer-Reviewed Original ResearchConceptsRoad traffic injuriesRTI patientsTraffic injuriesHousehold economic impactEmergency patientsConsecutive emergency department patientsHousehold financial impactNon-RTI patientsSimilar hospital costsEmergency department patientsEmergency care patientsType of injuryCause of deathEmergency care systemResidual disabilityCare patientsDepartment patientsEmergency presentationMiddle-income countriesDays of workHospital costsMedical presentationPatientsHealth statusInjury
2020
Defining High‐risk Emergency Chief Complaints: Data‐driven Triage for Low‐ and Middle‐income Countries
Rice B, Leanza J, Mowafi H, Kamara N, Mulogo EM, Bisanzo M, Nikam K, Kizza H, Newberry JA, Strehlow M, Group G, Kohn M. Defining High‐risk Emergency Chief Complaints: Data‐driven Triage for Low‐ and Middle‐income Countries. Academic Emergency Medicine 2020, 27: 1291-1301. PMID: 32416022, PMCID: PMC7818254, DOI: 10.1111/acem.14013.Peer-Reviewed Original ResearchConceptsHigh-risk chief complaintsChief complaintMiddle-income countriesPatient outcomesLMIC settingsVital signsMortality odds ratioLevel of consciousnessLogistic regression modelsLocal disease patternsHIV statusMortality oddsOdds ratioDerivation data setsEmergency unitMortality riskEmergency careEmergency training programsDerivation dataDisease patternsTriage systemRisk categoriesComplaintsPatient dataTriage dataLoss of nucleus accumbens low-frequency fluctuations is a signature of chronic pain
Makary MM, Polosecki P, Cecchi GA, DeAraujo IE, Barron DS, Constable TR, Whang PG, Thomas DA, Mowafi H, Small DM, Geha P. Loss of nucleus accumbens low-frequency fluctuations is a signature of chronic pain. Proceedings Of The National Academy Of Sciences Of The United States Of America 2020, 117: 10015-10023. PMID: 32312809, PMCID: PMC7211984, DOI: 10.1073/pnas.1918682117.Peer-Reviewed Original ResearchConceptsChronic low back pain patientsLow back pain patientsChronic painPain patientsChronic phaseChronic back pain patientsBack pain patientsRostral anterior cingulate cortexAnterior cingulate cortexAdditional independent datasetsRisk of transitionResting-state activityPersistent painBack painAccumbens volumeHealthy controlsNucleus accumbensPainSeparate cohortPatientsCingulate cortexPrevalent diseaseFunctional connectivityLoss of nucleiSubcortical signatures
2018
Derivation and validation of a chief complaint shortlist for unscheduled acute and emergency care in Uganda
Rice BT, Bisanzo M, Maling S, Joseph R, Mowafi H, Chamberlain S, Dreifuss B, Hammerstedt H, Langevin M, Nelson S, Periyanayagam U. Derivation and validation of a chief complaint shortlist for unscheduled acute and emergency care in Uganda. BMJ Open 2018, 8: e020188. PMID: 29950461, PMCID: PMC6020949, DOI: 10.1136/bmjopen-2017-020188.Peer-Reviewed Original ResearchConceptsChief complaintPatient visitsInter-rater reliabilityEmergency careQuality assurance databaseEmergency care practitionersConsensus processSubstantial inter-rater reliabilityRetrospective reviewDerivation datasetCare practitionersComplaintsValidation datasetSouthwestern UgandaSecond validation datasetVisitsCohen's kappaCareKappaSeparate validation datasetData entryProfit hospitalsStataHospitalUganda
2016
Prediction of In‐hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data–Driven, Machine Learning Approach
Taylor RA, Pare JR, Venkatesh AK, Mowafi H, Melnick ER, Fleischman W, Hall MK. Prediction of In‐hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data–Driven, Machine Learning Approach. Academic Emergency Medicine 2016, 23: 269-278. PMID: 26679719, PMCID: PMC5884101, DOI: 10.1111/acem.12876.Peer-Reviewed Original ResearchConceptsMachine learning approachesElectronic health recordsLearning approachPredictive analyticsMachine learning techniquesRandom forest modelClinical decision support systemBig Data DrivenDecision support systemForest modelLearning techniquesUse casesData-DrivenFacilitate automationTraditional analytic techniquesAnalyticsSupport systemSimple heuristicsNew analyticsHealth recordsSmall setTree modelQuestion of generalizabilityPrediction modelDecision rules
2006
Occipital condyle fracture in a victim of a motor vehicle collision
Mowafi HO, Hickey KS. Occipital condyle fracture in a victim of a motor vehicle collision. Journal Of Emergency Medicine 2006, 31: 259-262. PMID: 16982357, DOI: 10.1016/j.jemermed.2005.12.023.Peer-Reviewed Original ResearchConceptsOccipital condyle fracturesCondyle fracturesMotor vehicle collisionsHigh-energy blunt traumaSemi-rigid cervical collarCervical spine tendernessCervical spine radiographsVehicle collisionsEmergency medicine literatureSpine tendernessConservative managementPatients fracturesShoulder painBlunt traumaFemale patientsCervical collarRadiographic findingsSpine radiographsCervical spineComputed tomographyMedicine literaturePatientsFracturesPainRadiographs