Blar i AURA på forfatter "Berge, Geir Thore"
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Combining unsupervised, supervised and rule-based learning: the case of detecting patient allergies in electronic health records
Berge, Geir Thore; Granmo, Ole-Christoffer; Tveit, Tor Oddbjørn; Ruthjersen, Anna Linda; Sharma, Jivitesh (Peer reviewed; Journal article, 2023)Background Data mining of electronic health records (EHRs) has a huge potential for improving clinical decision support and to help healthcare deliver precision medicine. Unfortunately, the rule-based and machine learning-based ... -
Machine learning-driven clinical decision support system for concept-based searching: a field trial in a Norwegian hospital
Berge, Geir Thore; Granmo, Ole- Christoffer; Tveit, Tor Oddbjørn; Munkvold, Bjørn Erik; Ruthjersen, Anna Linda; Sharma, Jivitesh (Journal article, 2023)Background Natural language processing (NLP) based clinical decision support systems (CDSSs) have demonstrated the ability to extract vital information from patient electronic health records (EHRs) to facilitate important ... -
Methods for automated structuring of health information for clinical decision support
Berge, Geir Thore (Doctoral Dissertations at the University of Agder; no. 281, Doctoral thesis, 2020)Clinical decision-making is of critical importance to healthcare because it applies to the process of making a choice between options as to a clinical course of action (Higgs, 2008). Computer-assisted clinical decision ... -
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization With Medical Applications
Berge, Geir Thore; Granmo, Ole-Christoffer; Tveit, Tor Oddbjørn; Goodwin, Morten; Lei, Jiao; Matheussen, Bernt Viggo (Journal article; Peer reviewed, 2019)