Gregor Stiglic

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Peter KokolUniversity of Maribor, Faculty of electrical, engineering and computer scienceVerified email at um.si
Nino FijačkoUM FZVVerified email at um.si
Leona Cilar Budlerteaching assistant, University of Maribor, Faculty of Health SciencesVerified email at um.si
Primoz KocbekUniversity of Maribor, Faculty of Health SciencesVerified email at um.si
Dominika VrbnjakUniversity of Maribor Faculty of Health SciencesVerified email at um.si
Igor PernekData Scientist, Research Studios AustriaVerified email at researchstudios.at
Zoran ObradovicData Analytics and Biomedical Informatics Center, Temple UniversityVerified email at temple.edu
Petra Povalej BrzanAssistant Professor, Faculty of Medicine & Faculty of Electrical Engineering and Computer ScienceVerified email at um.si
Aziz SheikhDirector, Usher Institute, University of EdinburghVerified email at ed.ac.uk
Fei WangAssociate Professor at Cornell UniversityVerified email at med.cornell.edu
Andraz StozerFaculty of Medicine, University of Maribor, Slovenia; Center for Open Innovation and ResearchVerified email at um.si
Katrien VerbertAssociate Professor, KU LeuvenVerified email at cs.kuleuven.be
Sandro RadovanovićUniversity of Belgrade, Faculty of Organizational SciencesVerified email at fon.bg.ac.rs
Goran HrovatTeaching Assistant of Computer Science, University of MariborVerified email at um.si
Boris DelibašićUniversity of Belgrade, Faculty of Organizational SciencesVerified email at fon.bg.ac.rs
Leon KopitarVerified email at famnit.upr.si
Brendan McCormackprofessorVerified email at qmu.ac.uk
Milan VukicevicFaculty of Organizational Sciences, University of Belgrade, Belgrade, SerbiaVerified email at fon.bg.ac.rs
Marinka ZitnikAssistant Professor, Harvard UniversityVerified email at hms.harvard.edu
Ruth Masterson CreberAssociate Professor, Population Health SciencesVerified email at med.cornell.edu

Gregor Stiglic

Associate Professor, University of Maribor, Faculty of Health Science

Verified email at um.si - Homepage

Healthcare Analytics Data Mining Machine Learning Healthcare Informatics Bioinformatics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Comprehensive decision tree models in bioinformatics G Stiglic, S Kocbek, I Pernek, P Kokol PloS one 7 (3), e33812, 2012	100	2012
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, 2020	64	2020
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	64	2020
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	60	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	53	2015
Stability of ranked gene lists in large microarray analysis studies G Stiglic, P Kokol Journal of Biomedicine and Biotechnology 2010, 2010	45	2010
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	44	2018
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), 1-12, 2020	42	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	42	2016
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	41	2017
Estimating software quality with advanced data mining techniques M Mertik, M Lenic, G Stiglic, P Kokol Software Engineering Advances, International Conference on, 19-19, 2006	32	2006
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	30	2019
Frequency of nursing tasks in medical and surgical wards B Farquharson, C Bell, D Johnston, M Jones, P Schofield, J Allan, ... Journal of Nursing Management 21 (6), 860-866, 2013	30	2013
Contrasting temporal trend discovery for large healthcare databases G Hrovat, G Stiglic, P Kokol, M Ojsteršek Computer methods and programs in biomedicine 113 (1), 251-257, 2014	28	2014
Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features. G Stiglic, BP Povalej, N Fijacko, F Wang, B Delibasic, A Kalousis, ... PloS one 10 (12), e0144439, 2015	25	2015
Intelligent analysis in predicting outcome of out-of-hospital cardiac arrest M Krizmaric, M Verlic, G Stiglic, S Grmec, P Kokol Computer methods and programs in biomedicine 95 (2), S22-S32, 2009	25	2009
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	23	2019
Domain knowledge based hierarchical feature selection for 30-day hospital readmission prediction S Radovanovic, M Vukicevic, A Kovacevic, G Stiglic, Z Obradovic Conference on Artificial Intelligence in Medicine in Europe, 96-100, 2015	23	2015
Online prediction of health care utilization in the next six months based on electronic health record information: a cohort and validation study Z Hu, S Hao, B Jin, AY Shin, C Zhu, M Huang, Y Wang, L Zheng, D Dai, ... Journal of medical Internet research 17 (9), e4976, 2015	22	2015
Gene set enrichment meta-learning analysis: next-generation sequencing versus microarrays G Stiglic, M Bajgot, P Kokol BMC bioinformatics 11 (1), 1-10, 2010	22	2010

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