| 1. |
- Dolezel, Michal, et al.
(författare)
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Towards Mapping of Information Technology : Induced Alterations in Online Physicians’ Professional Identities
- 2022
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Ingår i: Linköping Electronic Conference Proceedings 187. - 9789179293444 ; , s. 69-76
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Konferensbidrag (refereegranskat)abstract
- Digital Patient Contact Technologies (DPCT), including telemedicine solutions and digital tools for text-based communication between patients and physicians, play a major role in today’s healthcare. Professional identity defines norms, principles, and logic that guide one’s professional actions. Presently, little research evidence is available regarding professional identity changes in the context of DPCT implementations. This work theoretically and empirically illustrates the nature of the possible DPCT’ impact on physicians’ professional identities. To this end, a conceptual framework was constructed and the interviews with eight physicians operating an asynchronous healthcare-advice chat service (1177 Vårdguiden) in Uppsala, Sweden were examined.
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| 2. |
- Dolk, Alexander, et al.
(författare)
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Evaluation of LIME and SHAP in Explaining Automatic ICD-10 Classifications of Swedish Gastrointestinal Discharge Summaries
- 2022
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Ingår i: Proceedings of the 18th Scandinavian Conference on Health Informatics. - : Linköping University Electronic Press. - 9789179293444 ; , s. 166-173
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Konferensbidrag (refereegranskat)abstract
- A computer-assisted coding tool could alleviate the burden on medical staff to assign ICD diagnosis codes to discharge summaries by utilising deep learning models to generate recommendations. However, the opaque nature of deep learning models makes it hard for humans to trust them. In this study, the explainable AI models LIME and SHAP have been applied to the clinical language model SweDeClin-BERT to explain ICD-10 codes assigned to Swedish gastrointestinal discharge summaries. The explanations have been evaluated by eight medical experts, showing a statistically higher significant difference in explainable performance for SHAP compared to LIME.
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| 3. |
- Jäderlund Hagstedt, Lovisa, et al.
(författare)
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Impact of the Covid-19 pandemic on use of Video consultations in a Swedish Primary care setting
- 2022
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Ingår i: Proceedings of the 18th Scandinavian Conference on Health Informatics. - : Linköping University Electronic Press. - 9789179293444 ; , s. 212-213
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Konferensbidrag (refereegranskat)abstract
- The objective is to describe how the uptake of online video consultations was affected by the Covid-19 pandemic, using data from a Swedish primary care setting. There seem to be a relationship between the use of video consultations and spread of Covid-19, especially in 2020 when the use varied more with the contagion waves. In 2021 the use was more consistent over time. In summary, the Covid-19 pandemic had a direct impact on the adoption of video consultations in our primary care setting, yet after the initial high use, it appears to have stabilized on a lower level.
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