Interpretability of machine learning based prediction models in healthcare G Stiglic, P Kocbek, N Fijacko, M Zitnik, K Verbert, L Cilar arXiv preprint arXiv:2002.08596, 2019 | 269 | 2019 |
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 | 82 | 2023 |
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 | 51 | 2016 |
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 | 34 | 2020 |
Challenges associated with missing data in electronic health records: a case study of a risk prediction model for diabetes using data from Slovenian primary care G Stiglic, P Kocbek, N Fijacko, A Sheikh, M Pajnkihar Health informatics journal 25 (3), 951-959, 2019 | 32 | 2019 |
Comprehensible predictive modeling using regularized logistic regression and comorbidity based features G Stiglic, P Povalej Brzan, N Fijacko, F Wang, B Delibasic, A Kalousis, ... PloS one 10 (12), e0144439, 2015 | 31 | 2015 |
Mobile applications for type 2 diabetes risk estimation: a systematic review N Fijacko, PP Brzan, G Stiglic Journal of medical systems 39, 1-10, 2015 | 27 | 2015 |
Maximizing interpretability and cost-effectiveness of Surgical Site Infection (SSI) predictive models using feature-specific regularized logistic regression on preoperative … P Kocbek, N Fijacko, C Soguero-Ruiz, KØ Mikalsen, U Maver, ... Computational and mathematical methods in medicine 2019, 2019 | 21 | 2019 |
Development of a screening tool using electronic health records for undiagnosed Type 2 diabetes mellitus and impaired fasting glucose detection in the Slovenian population G Štiglic, P Kocbek, L Cilar, N Fijačko, A Stožer, J Zaletel, A Sheikh, ... Diabetic Medicine 35 (5), 640-649, 2018 | 20 | 2018 |
Gamification in nursing: a literature review N Fijačko, L Gosak, N Debeljak, P Skok, G Štiglic, L Cilar Obzornik zdravstvene nege 54 (2), 133-152, 2020 | 16 | 2020 |
Perception of the online learning environment of nursing students in Slovenia: Validation of the DREEM questionnaire L Gosak, N Fijačko, C Chabrera, E Cabrera, G Štiglic Healthcare 9 (8), 998, 2021 | 15 | 2021 |
Evaluating quality, usability, evidence-based content, and gamification features in mobile learning apps designed to teach children basic life support: systematic search in app … N Fijačko, R Masterson Creber, L Gosak, G Štiglic, D Egan, B Chaka, ... JMIR mHealth and uHealth 9 (7), e25437, 2021 | 10 | 2021 |
Extracting New Temporal Features to Improve the Interpretability of Undiagnosed Type 2 Diabetes Mellitus Prediction Models S Kocbek, P Kocbek, L Gosak, N Fijačko, G Štiglic Journal of Personalized Medicine 12 (3), 368, 2022 | 5 | 2022 |
A Review of Mortality Risk Prediction Models in Smartphone Applications N Fijačko, R Masterson Creber, L Gosak, P Kocbek, L Cilar, P Creber, ... Journal of Medical Systems 45, 1-13, 2021 | 5 | 2021 |
Digital tools in behavior change support education in health and other students: a systematic review L Gosak, G Štiglic, LC Budler, IB Félix, K Braam, N Fijačko, MP Guerreiro, ... Healthcare 10 (1), 1, 2021 | 4 | 2021 |
Public sentiment analysis of Twitter reaction on sudden cardiac arrest at EURO 2020 N Fijačko, RM Creber, G Štiglic, P Kocbek, P Skok, R Greif Resuscitation 167, 427-429, 2021 | 4 | 2021 |
Improving mortality prediction for intensive care unit patients using text mining techniques P Kocbek, N Fijacko, M Zorman, S Kocbek, G Štiglic Proceedings of SiKDD 2017 Conference on Data Mining and Data Warehouses 29 …, 2017 | 4 | 2017 |
Teaching children and adolescents basic life support using gamification N Fijačko, RM Creber, L Gosak, G Štiglic, P Skok, R Greif Resuscitation 169, 20, 2021 | 3 | 2021 |
Using content validity for the development of objective structured clinical examination checklists in a Slovenian Undergraduate Nursing program N Fijačko, Z Fekonja, M Denny, B Sharvin, M Pajnkihar, G Štiglic Teaching and Learning in Nursing, 2017 | 3 | 2017 |
CPR quality assessment in schoolchildren training KMG Oliveira, MJC Carmona, AP Mansur, JY Takada, N Fijačko, ... Journal of Cardiovascular Development and Disease 9 (11), 398, 2022 | 2 | 2022 |