Machine-learning based identification of undiagnosed dementia in primary care: a feasibility study by Emmanuel A Jammeh, Camille, B Carroll, Stephen, W.

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Presentation transcript:

Machine-learning based identification of undiagnosed dementia in primary care: a feasibility study by Emmanuel A Jammeh, Camille, B Carroll, Stephen, W Pearson, Javier Escudero, Athanasios Anastasiou, Peng Zhao, Todd Chenore, John Zajicek, and Emmanuel Ifeachor Br J Gen Pract Open Volume ():bjgpopen18X101589 June 12, 2018 Copyright © 2018, BJGP Open

Overview of methodology. Emmanuel A Jammeh et al. BJGP Open 2018;bjgpopen18X101589 Copyright © 2018, BJGP Open

Percentage of study population contributed by each participating GP practice. Emmanuel A Jammeh et al. BJGP Open 2018;bjgpopen18X101589 Copyright © 2018, BJGP Open

ROC results of the classification. Emmanuel A Jammeh et al. BJGP Open 2018;bjgpopen18X101589 Copyright © 2018, BJGP Open

Number of potentially undiagnosed dementia cases. Emmanuel A Jammeh et al. BJGP Open 2018;bjgpopen18X101589 Copyright © 2018, BJGP Open