Interpretability of machine learning‐based prediction models in healthcare G Stiglic, P Kocbek, N Fijacko, M Zitnik, K Verbert, L Cilar Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (5 …, 2020 | 90 | 2020 |
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 | 45 | 2016 |
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 | 29 | 2015 |
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 | 24 | 2019 |
Mobile applications for type 2 diabetes risk estimation: a systematic review N Fijacko, PP Brzan, G Stiglic Journal of medical systems 39 (10), 1-10, 2015 | 19 | 2015 |
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 | 17 | 2020 |
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 | 14 | 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 | 12 | 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 | 4 | 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 | 3 | 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, RM Creber, L Gosak, G Štiglic, D Egan, B Chaka, N Debeljak, ... JMIR mHealth and uHealth 9 (7), e25437, 2021 | 3 | 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 | 3 | 2017 |
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 | 2 | 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 | 1 | 2021 |
OR06 Using Loci Method for Teaching Schoolchildren Basic Life Support N Fijačko, RM Creber, G Štiglic, L Gosak, T Balič, M Strnad, P Skok, ... Resuscitation 175, S13-S14, 2022 | | 2022 |
P048 Review of Serious Smartphone Games for Teaching Adult Cardiopulmonary Resuscitation N Fijačko, RM Creber, G Štiglic, M Strnad, P Skok, ZK Ketiš, U Zafošnik, ... Resuscitation 175, S49-S50, 2022 | | 2022 |
P047 Using Street Distance Visualization of Out-of-Hospital Cardiac Arrests to the Nearest Automated External Defibrillators for Optimizing Public Access Defibrillation Program … N Fijačko, RM Creber, G Štiglic, M Mažič, M Strnad, P Skok, ZK Ketiš, ... Resuscitation 175, S48, 2022 | | 2022 |
P124 Kids do save lives N Fijačko, RM Creber, R Greif Resuscitation 175, S82-S83, 2022 | | 2022 |
The Use of Mixed Reality to Teach Healthcare Providers Cardiopulmonary Resuscitation: A Mapping Review N Fijačko, M Strnad, P Skok, ZK Ketiš, U Zafošnik, R Greif AGN Journal 1 (S1), 2022 | | 2022 |
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 | | 2022 |