Translating and evaluating historic phenotyping algorithms using SNOMED CT
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocac158
Abstract: Abstract Objective Patient phenotype definitions based on terminologies are required for the computational use of electronic health records. Within UK primary care research databases, such definitions have typically been represented as flat lists of Read… read more here.
Keywords: phenotyping algorithms; algorithms using; historic phenotyping; translating evaluating ... See more keywords
Bleeding in cardiac patients prescribed antithrombotic drugs: electronic health record phenotyping algorithms, incidence, trends and prognosis
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DOI: 10.1186/s12916-019-1438-y
Abstract: BackgroundClinical guidelines and public health authorities lack recommendations on scalable approaches to defining and monitoring the occurrence and severity of bleeding in populations prescribed antithrombotic therapy.MethodsWe examined linked primary care, hospital admission and death registry… read more here.
Keywords: incidence; electronic health; health record; phenotyping algorithms ... See more keywords
Evaluating the Portability of Rheumatoid Arthritis Phenotyping Algorithms: A Case Study on French EHRs.
Sign Up to like & getrecommendations! Published in 2023 at "Studies in health technology and informatics"
DOI: 10.3233/shti230263
Abstract: Previous work has successfully used machine learning and natural language processing for the phenotyping of Rheumatoid Arthritis (RA) patients in hospitals within the United States and France. Our goal is to evaluate the adaptability of… read more here.
Keywords: phenotyping algorithms; evaluating portability; rheumatoid arthritis; portability rheumatoid ... See more keywords