000008340 001__ 8340 000008340 005__ 20240405120420.0 000008340 0247_ $$2DOI$$a10.6083/wp988k473 000008340 037__ $$aIR 000008340 245__ $$aEnhancing epidemiological safety in prehospital care by detecting adverse events in patient care records 000008340 260__ $$bOregon Health and Science University 000008340 269__ $$a2020 000008340 336__ $$aAbstract 000008340 520__ $$aThe term Adverse Safety Events (ASEs) refers to harm from medical errors and, if considered a disease, would rank third among the leading causes of death in the U.S. Patient safety research has traditionally performed manual review of patient care records (PCR) to characterize ASEs and develop prevention strategies. Manual review is labor-intensive, which prohibits continuous monitoring and improvement. Automating detection of ASEs would overcome these barriers and allow the healthcare community to address safety issues at a population scale. Our objective is to demonstrate the feasibility of automatically detecting safety events in PCRs. 000008340 540__ $$fCC BY 000008340 542__ $$fIn copyright - joint owners 000008340 650__ $$aSafety Management$$030216 000008340 650__ $$aMedical Records$$021947 000008340 650__ $$aClassification$$016768 000008340 650__ $$aNeural Networks, Computer$$029229 000008340 650__ $$aEpidemiology$$018518 000008340 6531_ $$achart review 000008340 6531_ $$apatient care records 000008340 6531_ $$aadverse safety events 000008340 691__ $$aSchool of Medicine$$041369 000008340 692__ $$aDepartment of Medical Informatics and Clinical Epidemiology$$041422 000008340 7001_ $$aBahr, Nathan$$uOregon Health and Science University$$041354 000008340 7001_ $$aKain, Alexander$$uOregon Health and Science University$$041354 000008340 7001_ $$aBedrick, Steven$$uOregon Health and Science University$$041354 000008340 7001_ $$aGuise, Jeanne-Marie$$uOregon Health and Science University$$041354 000008340 711__ $$aResearch Week$$uOregon Health and Science University$$d2020 000008340 7201_ $$aAmerican Medical Response$$eCollaborator$$7Organization 000008340 8564_ $$99b73680e-4c17-47f0-8b97-56925157b5e4$$s47362$$uhttps://digitalcollections.ohsu.edu/record/8340/files/ResearchWeek.2020.Bahr.Nathan.pdf 000008340 905__ $$a/rest/prod/wp/98/8k/47/wp988k473 000008340 980__ $$aResearch Week