Blar i forfatter "Makhlysheva, Alexandra"

Viser treff 1-4 av 4

    • Artificial Intelligence Implementation in Healthcare: A Theory-Based Scoping Review of Barriers and Facilitators 

      Chomutare, Taridzo Fred; Tejedor Hernandez, Miguel Angel; Olsen Svenning, Therese; Ruiz, Luis Marco; Tayefi Nasrabadi, Maryam; Lind, Karianne Fredenfeldt; Godtliebsen, Fred; Moen, Anne; Ismail, Leila; Makhlysheva, Alexandra; Ngo, Phuong (Journal article; Tidsskriftartikkel; Peer reviewed, 2022-12-06)
      There is a large proliferation of complex data-driven artificial intelligence (AI) applications in many aspects of our daily lives, but their implementation in healthcare is still limited. This scoping review takes a theoretical approach to examine the barriers and facilitators based on empirical data from existing implementations. We searched the major databases of relevant scientific publications ...

    • De-identifying Swedish EHR text using public resources in the general domain 

      Chomutare, Taridzo; Yigzaw, Kassaye Yitbarek; Budrionis, Andrius; Makhlysheva, Alexandra; Godtliebsen, Fred; Dalianis, Hercules (Journal article; Tidsskriftartikkel; Peer reviewed, 2020)
      Sensitive data is normally required to develop rule-based or train machine learning-based models for de-identifying electronic health record (EHR) clinical notes; and this presents important problems for patient privacy. In this study, we add non-sensitive public datasets to EHR training data; (i) scientific medical text and (ii) Wikipedia word vectors. The data, all in Swedish, is used to train a ...

    • A mobile phone-based serious game for children with type 1 diabetes 

      Makhlysheva, Alexandra (Master thesis; Mastergradsoppgave, 2013-06-12)
      Purpose The purpose of this research was to develop a mobile phone-based educational game for children with type 1 diabetes. The game was expected to provide basic diabetes-related knowledge and help children improve their self-management skills. Motivation Diabetes as one of the most common non-communicable diseases worldwide is rapidly increasing in children and adolescents in many ...

    • Type 1 diabetes in Twitter: who all listen to? 

      Gabarron, Elia; Makhlysheva, Alexandra; Marco Ruiz, Luis (Peer reviewed; Chapter; Bokkapittel, 2015)
      Knowing what the conversation on Twitter regarding type 1 diabetes (T1D) is about can help in understanding the kind of information relevant to the individuals affected by the disease. The profile of Twitter users posting on T1D was collected and classified. The number of re-tweets was also registered. The tweets posted by non-governmental organizations (NGOs), communication media, and individuals ...