Interpretability of machine learning based prediction models in healthcare G Stiglic, P Kocbek, N Fijacko, M Zitnik, K Verbert, L Cilar WIREs Data Mining and Knowledge Discovery 10 (5), e1379, 2020 | 381 | 2020 |
Early detection of type 2 diabetes mellitus using machine learning-based prediction models L Kopitar, P Kocbek, L Cilar, A Sheikh, G Stiglic Scientific reports 10 (1), 11981, 2020 | 256 | 2020 |
Can ChatGPT pass the life support exams without entering the American heart association course? N Fijačko, L Gosak, G Štiglic, CT Picard, MJ Douma Resuscitation 185, 2023 | 155 | 2023 |
Comprehensive decision tree models in bioinformatics G Stiglic, S Kocbek, I Pernek, P Kokol PloS one 7 (3), e33812, 2012 | 141 | 2012 |
The concept of Watson’s carative factors in nursing and their (dis) harmony with patient satisfaction M Pajnkihar, G Štiglic, D Vrbnjak PeerJ 5, e2940, 2017 | 116 | 2017 |
Emotional intelligence among nursing students: Findings from a cross-sectional study G Štiglic, L Cilar, Ž Novak, D Vrbnjak, R Stenhouse, A Snowden, ... Nurse education today 66, 33-38, 2018 | 109 | 2018 |
Health recommender systems: systematic review R De Croon, L Van Houdt, NN Htun, G Štiglic, VV Abeele, K Verbert Journal of Medical Internet Research 23 (6), e18035, 2021 | 91 | 2021 |
Fit for Practice: Analysis and Evaluation of Watson’s Theory of Human Caring M Pajnkihar, HP McKenna, G Štiglic, D Vrbnjak Nursing Science Quarterly 30 (3), 243-252, 2017 | 90 | 2017 |
Recognizing the intensity of strength training exercises with wearable sensors I Pernek, G Kurillo, G Stiglic, R Bajcsy Journal of biomedical informatics 58, 145-155, 2015 | 83 | 2015 |
Exploring the use of machine learning for risk adjustment: A comparison of standard and penalized linear regression models in predicting health care costs in older adults HJ Kan, H Kharrazi, HY Chang, D Bodycombe, K Lemke, JP Weiner PloS one 14 (3), e0213258, 2019 | 72 | 2019 |
Effectiveness of school‐based mental well‐being interventions among adolescents: A systematic review L Cilar, G Štiglic, S Kmetec, O Barr, M Pajnkihar Journal of advanced nursing 76 (8), 2023-2045, 2020 | 64 | 2020 |
Review of developments in person-centred healthcare A Phelan, B McCormack, J Dewing, D Brown, S Cardiff, NF Cook, ... | 64 | 2020 |
Stability of ranked gene lists in large microarray analysis studies G Stiglic, P Kokol Journal of Biomedicine and Biotechnology 2010, 2010 | 60 | 2010 |
Validation of the Finnish Diabetes Risk Score (FINDRISC) questionnaire for undiagnosed type 2 diabetes screening in the Slovenian working population G Štiglic, N Fijačko, A Stožer, A Sheikh, M Pajnkihar Diabetes Research and Clinical Practice 120, 194-197, 2016 | 54 | 2016 |
Local vs. global interpretability of machine learning models in type 2 diabetes mellitus screening L Kopitar, L Cilar, P Kocbek, G Stiglic International Workshop on Knowledge Representation for Health Care, 108-119, 2019 | 50 | 2019 |
Games-based learning N Whitton Springer, 2011 | 50 | 2011 |
The Effects of Gamification and Oral Self-Care on Oral Hygiene in Children: Systematic Search in App Stores and Evaluation of Apps N Fijačko, L Gosak, L Cilar, A Novšak, RM Creber, P Skok, G Štiglic JMIR mHealth and uHealth 8 (7), e16365, 2020 | 44 | 2020 |
Mental well-being among nursing students in Slovenia and Northern Ireland: A survey L Cilar, O Barr, G Štiglic, M Pajnkihar Nurse education in practice 39, 130-135, 2019 | 44 | 2019 |
R you ready? Using the R programme for statistical analysis and graphics G Stiglic, R Watson, L Cilar Research in nursing & health 42 (6), 494-499, 2019 | 43 | 2019 |
Nurses’ perceptions of early person‐centred palliative care: a cross‐sectional descriptive study S Kmetec, G Štiglic, M Lorber, I Mikkonen, B McCormack, M Pajnkihar, ... Scandinavian Journal of Caring Sciences 34 (1), 157-166, 2020 | 39 | 2020 |