The five most prevalent diagnoses.
journal contribution
posted on 2024-12-27, 18:27 authored by Ellen T. Heyman, Awais Ashfaq, Ulf Ekelund, Mattias Ohlsson, Jonas Björk, Ardavan M. Khoshnood, Markus LingmanPrevalence, in the total study cohort, of the five most common diagnosis codes within the “other” label group.
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using deep learninglife management difficultiesemergency medicine expertsdiagnostic decision supportdeadly chief complaints2017 – 12prevalent diagnoses amongpatient visit receivedgold standard diagnoses5 %, 92taking event timesimpler catboost modelcatboost baseline modelunique patient visited discharge notesdyspnoeic ed visits5 %), ecopddiagnoses 8221unique attention plotper ed visitxlink "> dyspnoeaacute heart failureahf ), exacerbation1 %, respectivelyanalysing unselected datacarenet median sensitivitycarenet median aurocecopd ), pneumoniacarenet ),ed visitxlink ">heart failureprior diagnosesunique eventsmedian number6 %,unselected datatime stampsmodel selectedmodel assembledclinical attention 8220two edsslightly inferiorsectional studymaternity caremanually reviewedfrequently misdiagnoseddaily smokingcohort performanceclinician interpretablyclinical contextatrial fibrillation4 %).310 ).3 %).
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