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Full-Text Articles in Epidemiology
Development And Validation Of A Diagnostic Aid For Convulsive Epilepsy In Sub-Saharan Africa: A Retrospective Case-Control Study, Gabriel Davis Jones, Symon M. Kariuki, Anthony Ngugi, Angelina Kakooza Mwesige, Honorati Masanja, Seth Owusu-Agyei, Ryan Wagner, J Helen Cross, Charles R. Newton, Arjune Sen
Development And Validation Of A Diagnostic Aid For Convulsive Epilepsy In Sub-Saharan Africa: A Retrospective Case-Control Study, Gabriel Davis Jones, Symon M. Kariuki, Anthony Ngugi, Angelina Kakooza Mwesige, Honorati Masanja, Seth Owusu-Agyei, Ryan Wagner, J Helen Cross, Charles R. Newton, Arjune Sen
Pathology, East Africa
Background Identification of convulsive epilepsy in sub-Saharan Africa relies on access to resources that are often unavailable. Infrastructure and resource requirements can further complicate case verification. Using machine- learning techniques, we have developed and tested a region-specific questionnaire panel and predictive model to identify people who have had a convulsive seizure. These findings have been implemented into a free app for health- care workers in Kenya, Uganda, Ghana, Tanzania, and South Africa.
Methods In this retrospective case-control study, we used data from the Studies of the Epidemiology of Epilepsy in Demographic Sites in Kenya, Uganda, Ghana, Tanzania, and South Africa. …