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 | 443 | 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 | 183 | 2023 |
2023 international consensus on cardiopulmonary resuscitation and emergency cardiovascular care science with treatment recommendations: summary from the basic life support … KM Berg, JE Bray, KC Ng, HG Liley, R Greif, JN Carlson, PT Morley, ... Circulation 148 (24), e187-e280, 2023 | 69 | 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 | 54 | 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 | 49 | 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 | 36 | 2019 |
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 | 33 | 2020 |
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 | 32 | 2015 |
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 | 27 | 2021 |
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 (1), 2059851, 2019 | 23 | 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 | 21 | 2018 |
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 | 18 | 2021 |
Can novel multimodal chatbots such as Bing Chat Enterprise, ChatGPT-4 Pro, and Google Bard correctly interpret electrocardiogram images? N Fijačko, G Prosen, BS Abella, Š Metličar, G Štiglic Resuscitation 193, 2023 | 13 | 2023 |
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 | 10 | 2022 |
Interpretability of machine learning-based prediction models in healthcare. WIREs Data Mining and Knowledge Discovery, 10 (5), e1379 G Stiglic, P Kocbek, N Fijacko, M Zitnik, K Verbert, L Cilar | 9 | 2020 |
Virtual Reality, Augmented Reality, Augmented Virtuality, or Mixed Reality in cardiopulmonary resuscitation: Which Extended Reality am I using for teaching adult basic life … N Fijačko, Š Metličar, J Kleesiek, J Egger, TP Chang Resuscitation 192, 109973, 2023 | 8 | 2023 |
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 | 8 | 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 | 7 | 2022 |
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 | 7 | 2021 |