000002491 001__ 2491
000002491 005__ 20250424232736.0
000002491 0247_ $$2DOI$$a10.6083/M4JH3JG0
000002491 037__ $$aETD
000002491 245__ $$aTowards a natural spoken language order-entry system for the ICU: developing a language model from handwritten physician orders
000002491 260__ $$bOregon Health and Science University
000002491 269__ $$a2001
000002491 336__ $$aThesis
000002491 502__ $$bM.S.
000002491 520__ $$aTimely and accurate documentation of medical information remains a formidable challenge in healthcare. This challenge has persisted despite rapid advances in computer technologies. This is largely due to the significant complexity of medical work. This complexity can be represented as an intricate web of collaboration, communication, and situational awareness. The work presented in this thesis explores one aspect of the challenge of medical documentation: medical orders. The project is a first step toward examining examination of the use of speech recognition technology for order entry. A computer script written in PERL was created and tested using a random sample of handwritten orders from several intensive care units at Oregon Health and Science University Hospital with the goal of categorizing the orders into logical groups.
000002491 540__ $$fCC BY
000002491 542__ $$fIn copyright - single owner
000002491 650__ $$aIntensive Care Units$$020904
000002491 650__ $$aNatural Language Processing$$022716
000002491 650__ $$aMedical Order Entry Systems$$036354
000002491 650__ $$aSpeech$$026226
000002491 650__ $$aMedical Records$$021947
000002491 650__ $$aSoftware$$026159
000002491 650__ $$aCommunication$$016935
000002491 650__ $$aDocumentation$$018012
000002491 650__ $$aPractice Patterns, Physicians'$$024114
000002491 651__ $$aOregon--Portland$$041692
000002491 691__ $$aSchool of Medicine$$041369
000002491 692__ $$aDivision of Medical Informatics and Outcomes Research$$041423
000002491 7001_ $$aFournier, Lara$$uOregon Health and Science University$$041354
000002491 7201_ $$aAsh, Joan$$uOregon Health and Science University$$041354$$7Personal$$eMentor
000002491 7201_ $$aStavri, Zoe$$uOregon Health and Science University$$041354$$7Personal$$eMentor
000002491 8564_ $$9d7f3981b-c5ca-4cea-9b5f-3d4e511c240d$$s4670075$$uhttps://digitalcollections.ohsu.edu/record/2491/files/3232_etd.pdf$$ePublic$$27882979e8abaaa161515b00a226ee076$$31
000002491 905__ $$a/rest/prod/fj/23/62/27/fj2362271
000002491 909CO $$ooai:digitalcollections.ohsu.edu:2491$$pstudent-work
000002491 980__ $$aBiomedical Informatics