Gregor Stiglic

Affiliations

Faculty of Health Sciences, University of Maribor, 2000, Maribor, Slovenia.
Faculty of Electrical Engineering and Computer Science, University of Maribor, 2000, Maribor, Slovenia.

Publications (19)

Early detection of type 2 diabetes mellitus using machine learning-based prediction models.

Scientific reports

Avec: Leon Kopitar , Primoz Kocbek , Leona Cilar , Aziz Sheikh , Gregor Stiglic

Cognitive and Emotional Perceptions of Illness in Patients Diagnosed with Type 2 Diabetes Mellitus.

Healthcare (Basel, Switzerland)

Avec: Lucija Gosak , Gregor Stiglic

Maximizing Interpretability and Cost-Effectiveness of Surgical Site Infection (SSI) Predictive Models Using Feature-Specific Regularized Logistic Regression on Preoperative Temporal Data.

Computational and mathematical methods in medicine

Avec: Primoz Kocbek , Nino Fijacko , Cristina Soguero-Ruiz , Karl Øyvind Mikalsen , Uros Maver , Petra Povalej Brzan , Andraz Stozer , Robert Jenssen , Stein Olav Skrøvseth , Gregor Stiglic

Development and validation of the type 2 diabetes mellitus 10-year risk score prediction models from survey data.

Primary care diabetes

Avec: Gregor Stiglic , Fei Wang , Aziz Sheikh , Leona Cilar

The ChatGPT Effect: Nursing Education and Generative Artificial Intelligence.

The Journal of nursing education

Avec: Maxim Topaz , Laura-Maria Peltonen , Martin Michalowski , Gregor Stiglic , Charlene Ronquillo , Lisiane Pruinelli , Jiyoun Song , Siobhan O'Connor , Shoko Miyagawa , Hiroki Fukahori

Internet Use and Psychosomatic Symptoms among University Students: Cross-Sectional Study.

International journal of environmental research and public health

Avec: Gregor Stiglic , Ruth Masterson Creber , Leona Cilar Budler

Artificial intelligence based prediction models for individuals at risk of multiple diabetic complications: A systematic review of the literature.

Journal of nursing management

Avec: Lucija Gosak , Kristina Martinović , Mateja Lorber , Gregor Stiglic

R you ready? Using the R programme for statistical analysis and graphics.

Research in nursing & health

Avec: Gregor Stiglic , Roger Watson , Leona Cilar

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.

Health informatics journal

Avec: Gregor Stiglic , Primoz Kocbek , Nino Fijacko , Aziz Sheikh , Majda Pajnkihar

Perceptions of Caring Between Slovene and Russian Members of Nursing Teams.

Journal of transcultural nursing : official journal of the Transcultural Nursing Society

Avec: Majda Pajnkihar , Dominika Vrbnjak , Natalia Kasimovskaya , Roger Watson , Gregor Stiglic

The Impact of Mobile Health Use on the Self-care of Patients With Type 2 Diabetes: Protocol for a Randomized Controlled Trial.

JMIR research protocols

Avec: Lucija Gosak , Majda Pajnkihar , Gregor Stiglic

The KIDSCREEN-27 scale: translation and validation study of the Slovenian version.

Health and quality of life outcomes

Avec: Leona Cilar Budler , Majda Pajnkihar , Ulrike Ravens-Sieberer , Owen Barr , Gregor Stiglic

Using heterogeneous sources of data and interpretability of prediction models to explain the characteristics of careless respondents in survey data.

Scientific reports

Avec: Leon Kopitar , Gregor Stiglic

Impact of Person-Centered Interventions on Patient Outcomes in Acute Care Settings: A Systematic Review.

Journal of nursing care quality

Avec: Maja Klancnik Gruden , Eva Turk , Brendan McCormack , Gregor Stiglic

Age, quality of life and mental well-being in adolescent population: a network model tree analysis.

Scientific reports

Avec: Leona Cilar Budler , Gregor Stiglic

Enriching Real-world Data with Social Determinants of Health for Health Outcomes and Health Equity: Successes, Challenges, and Opportunities.

Yearbook of medical informatics

Avec: Zhe He , Emily Pfaff , Serena Jingchuan Guo , Yi Guo , Yonghui Wu , Cui Tao , Gregor Stiglic , Jiang Bian

Hybrid visualization-based framework for depressive state detection and characterization of atypical patients.

Journal of biomedical informatics

Avec: Leon Kopitar , Peter Kokol , Gregor Stiglic

The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19.

Journal of healthcare informatics research

Avec: Carlo Combi , Julio C Facelli , Peter Haddawy , John H Holmes , Sabine Koch , Hongfang Liu , Jochen Meyer , Mor Peleg , Giuseppe Pozzi , Gregor Stiglic , Pierangelo Veltri , Christopher C Yang

The Role of Visualization in Estimating Cardiovascular Disease Risk: Scoping Review.

JMIR public health and surveillance

Avec: Adrijana Svenšek , Mateja Lorber , Lucija Gosak , Katrien Verbert , Zalika Klemenc-Ketis , Gregor Stiglic

Réseau de co-auteurs

Lucija Gosak 4 collaborations

Majda Pajnkihar 4 collaborations

Leon Kopitar 3 collaborations

Primoz Kocbek 3 collaborations

Leona Cilar 3 collaborations

Aziz Sheikh 3 collaborations

Leona Cilar Budler 3 collaborations

Nino Fijacko 2 collaborations

Mateja Lorber 2 collaborations

Roger Watson 2 collaborations

Cristina Soguero-Ruiz 1 collaboration

Karl Øyvind Mikalsen 1 collaboration

Uros Maver 1 collaboration

Petra Povalej Brzan 1 collaboration

Andraz Stozer 1 collaboration

Robert Jenssen 1 collaboration

Stein Olav Skrøvseth 1 collaboration

Fei Wang 1 collaboration

Maxim Topaz 1 collaboration

Laura-Maria Peltonen 1 collaboration

Martin Michalowski 1 collaboration

Charlene Ronquillo 1 collaboration

Lisiane Pruinelli 1 collaboration

Jiyoun Song 1 collaboration

Siobhan O'Connor 1 collaboration

Shoko Miyagawa 1 collaboration

Hiroki Fukahori 1 collaboration

Ruth Masterson Creber 1 collaboration

Kristina Martinović 1 collaboration

Dominika Vrbnjak 1 collaboration

Natalia Kasimovskaya 1 collaboration

Ulrike Ravens-Sieberer 1 collaboration

Owen Barr 1 collaboration

Maja Klancnik Gruden 1 collaboration

Eva Turk 1 collaboration

Brendan McCormack 1 collaboration

Zhe He 1 collaboration

Emily Pfaff 1 collaboration

Serena Jingchuan Guo 1 collaboration

Yi Guo 1 collaboration

Yonghui Wu 1 collaboration

Cui Tao 1 collaboration

Jiang Bian 1 collaboration

Peter Kokol 1 collaboration

Carlo Combi 1 collaboration

Julio C Facelli 1 collaboration

Peter Haddawy 1 collaboration

John H Holmes 1 collaboration

Sabine Koch 1 collaboration

Hongfang Liu 1 collaboration

Jochen Meyer 1 collaboration

Mor Peleg 1 collaboration

Giuseppe Pozzi 1 collaboration

Pierangelo Veltri 1 collaboration

Christopher C Yang 1 collaboration

Adrijana Svenšek 1 collaboration

Katrien Verbert 1 collaboration

Zalika Klemenc-Ketis 1 collaboration