2023
Natural language processing in radiology: Clinical applications and future directions
Bobba P, Sailer A, Pruneski J, Beck S, Mozayan A, Mozayan S, Arango J, Cohan A, Chheang S. Natural language processing in radiology: Clinical applications and future directions. Clinical Imaging 2023, 97: 55-61. PMID: 36889116, DOI: 10.1016/j.clinimag.2023.02.014.Peer-Reviewed Original ResearchConceptsNatural language processingLanguage processingApplication of NLPText predictionElectronic health recordsHuman textHealth recordsEveryday lifeTranslation aidsMedical fieldTextFocused applicationFuture directionsApplicationsProcessingBotsComputerPotential future directionsWorkflowProvidersRadiologyArticle
2020
Impact of Radiologist-Driven Change-Order Requests on Outpatient CT and MRI Examinations
Pourjabbar S, Cavallo JJ, Arango J, Tocino I, Staib LH, Imanzadeh A, Forman HP, Pahade JK. Impact of Radiologist-Driven Change-Order Requests on Outpatient CT and MRI Examinations. Journal Of The American College Of Radiology 2020, 17: 1014-1024. PMID: 31954708, DOI: 10.1016/j.jacr.2019.12.017.Peer-Reviewed Original Research
2018
Clinical Decision Support for Ordering CTA-PE Studies in the Emergency Department—A Pilot on Feasibility and Clinical Impact in a Tertiary Medical Center
Goehler A, Moore C, Manne-Goehler JM, Arango J, D'Amato L, Forman HP, Weinreb J. Clinical Decision Support for Ordering CTA-PE Studies in the Emergency Department—A Pilot on Feasibility and Clinical Impact in a Tertiary Medical Center. Academic Radiology 2018, 26: 1077-1083. PMID: 30389307, DOI: 10.1016/j.acra.2018.09.009.Peer-Reviewed Original ResearchConceptsPulmonary embolismClinical decision supportPositivity rateTertiary medical centerComputed tomography angiographyPhysician adherenceD-dimerGood discriminatory powerTomography angiographyEmergency providersClinical impactMedical CenterRisk scoreDiscriminatory powerEmbolismPatientsAngiographyComplianceStudyBenefit of a Visual Aid in the Management of Moderate-Severity Contrast Media Reactions.
Gardner JB, Rashid S, Staib L, Asch D, Cavallo J, Arango J, Kirsch J, Pahade J. Benefit of a Visual Aid in the Management of Moderate-Severity Contrast Media Reactions. American Journal Of Roentgenology 2018, 211: 717-723. PMID: 30106614, DOI: 10.2214/ajr.18.19689.Peer-Reviewed Original Research
2017
JOURNAL CLUB: Benefit of Epinephrine Autoinjector for Treatment of Contrast Reactions: Comparison of Errors, Administration Times, and Provider Preferences.
Asch D, Pfeifer KE, Arango J, Staib L, Cavallo J, Kirsch JD, Arici M, Pahade J. JOURNAL CLUB: Benefit of Epinephrine Autoinjector for Treatment of Contrast Reactions: Comparison of Errors, Administration Times, and Provider Preferences. American Journal Of Roentgenology 2017, 209: w363-w369. PMID: 28570127, DOI: 10.2214/ajr.16.17111.Peer-Reviewed Original Research
2015
High-Fidelity Contrast Reaction Simulation Training: Performance Comparison of Faculty, Fellows, and Residents
Pfeifer K, Staib L, Arango J, Kirsch J, Arici M, Kappus L, Pahade J. High-Fidelity Contrast Reaction Simulation Training: Performance Comparison of Faculty, Fellows, and Residents. Journal Of The American College Of Radiology 2015, 13: 81-87. PMID: 26549266, DOI: 10.1016/j.jacr.2015.08.016.Peer-Reviewed Original Research