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Nino Fijačko
Nino Fijačko
UM FZV
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Year
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
3902019
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
1602023
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
542016
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
442020
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
392023
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
362019
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
312015
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
292020
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
272015
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
232019
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
212021
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
212018
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
152021
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
102023
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
92022
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
82021
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
72023
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
72020
The effects of gamification and oral self-care on oral hygiene in children: systematic search in app stores and evaluation of apps. JMIR Mhealth Uhealth. 2020 Jul 08; 8 (7 …
N Fijačko, L Gosak, L Cilar, A Novšak, RM Creber, P Skok, G Štiglic
7
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
62022
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