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1

Fit for Practice: Analysis and Evaluation of Watson’s Theory of Human Caring

Pajnkihar, Majda, McKenna, Hugh P., Štiglic, Gregor, Vrbnjak, Dominika

Journal:

Nursing Science Quarterly

Année:

2017

Langue:

english

Fichier:

PDF, 519 KB

english, 2017

2

Emotional intelligence among nursing students: Findings from a cross-sectional study

Štiglic, Gregor, Cilar, Leona, Novak, Žiga, Vrbnjak, Dominika, Stenhouse, Rosie, Snowden, Austyn, Pajnkihar, Majda

Journal:

Nurse Education Today

Année:

2018

Langue:

english

Fichier:

PDF, 1.27 MB

english, 2018

3

Interpretability of machine learningâbased prediction models in healthcare

Stiglic, Gregor, Kocbek, Primoz, Fijacko, Nino, Zitnik, Marinka, Verbert, Katrien, Cilar, Leona

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2020

Fichier:

PDF, 1.77 MB

2020

4

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

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

Journal:

Scientific Reports

Année:

2020

Fichier:

PDF, 4.62 MB

2020

5

Guest editorial: Special issue on data mining for medicine and healthcare

Wang, Fei, Stiglic, Gregor, Obradovic, Zoran, Davidson, Ian

Journal:

Data Mining and Knowledge Discovery

Année:

2015

Langue:

english

Fichier:

PDF, 319 KB

english, 2015

6

Validation of the Finnish Diabetes Risk Score (FINDRISC) questionnaire for undiagnosed type 2 diabetes screening in the Slovenian working population

Štiglic, Gregor, Fijačko, Nino, Stožer, Andraž, Sheikh, Aziz, Pajnkihar, Majda

Journal:

Diabetes Research and Clinical Practice

Année:

2016

Langue:

english

Fichier:

PDF, 839 KB

english, 2016

7

Interestingness measure for mining sequential patterns in sports

Hrovat, Goran, Fister, Iztok, Yermak, Katsiaryna, Stiglic, Gregor, Fister, Iztok

Journal:

Journal of Intelligent & Fuzzy Systems

Année:

2015

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2015

8

Teaching and Learning in Nursing || Attitudes of Nursing Students Towards Learning Communication Skills

Pajnkihar, Majda, Vrbnjak, Dominika, Stiglic, Gregor

Année:

2017

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2017

9

[Lecture Notes in Computer Science] Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems Volume 11979 (AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26–29, 2019, Revised Selected Papers) || Self-organizing Maps Using Acoustic Features for Prediction of State Change in Bipolar Disorder

Marcos, Mar, Juarez, Jose M., Lenz, Richard, Nalepa, Grzegorz J., Nowaczyk, Slawomir, Peleg, Mor, Stefanowski, Jerzy, Stiglic, Gregor

Année:

2019

Fichier:

PDF, 317 KB

2019

10

[Lecture Notes in Computer Science] Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems Volume 11979 (AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26–29, 2019, Revised Selected Papers) ||

Marcos, Mar, Juarez, Jose M., Lenz, Richard, Nalepa, Grzegorz J., Nowaczyk, Slawomir, Peleg, Mor, Stefanowski, Jerzy, Stiglic, Gregor

Année:

2019

Fichier:

PDF, 16.16 MB

2019

11

Teaching and Learning in Nursing || Current Characteristics of the Hungarian Nursesâ Workforce

Pajnkihar, Majda, Vrbnjak, Dominika, Stiglic, Gregor

Année:

2017

Fichier:

PDF, 3.73 MB

2017

12

Evolutionary design of decision trees for medical application

Peter Kokol, Sandi Pohorec, Gregor Štiglic, Vili Podgorelec

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2012

Langue:

english

Fichier:

PDF, 335 KB

english, 2012

13

Intelligent analysis in predicting outcome of out-of-hospital cardiac arrest

Miljenko Krizmaric, Mateja Verlic, Gregor Stiglic, Stefek Grmec, Peter Kokol

Journal:

Computer Methods and Programs in Biomedicine

Année:

2009

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2009

14

Finding optimal classifiers for small feature sets in genomics and proteomics

Gregor Stiglic, Juan J. Rodriguez, Peter Kokol

Journal:

Année:

2010

Langue:

english

Fichier:

PDF, 887 KB

english, 2010

15

Gene set enrichment meta-learning analysis: next- generation sequencing versus microarrays

Gregor Stiglic, Mateja Bajgot, Peter Kokol

Journal:

BMC Bioinformatics

Année:

2010

Langue:

english

Fichier:

PDF, 825 KB

english, 2010

16

[IEEE 2011 24th International Symposium on Computer-Based Medical Systems (CBMS) - Bristol, United Kingdom (2011.06.27-2011.06.30)] 2011 24th International Symposium on Computer-Based Medical Systems (CBMS) - PRIMER ICT: A new blended learning paradigm for teaching ICT skills to older people

Kokol, Peter, Stiglic, Gregor

Année:

2011

Langue:

english

Fichier:

PDF, 610 KB

english, 2011

17

Contrasting temporal trend discovery for large healthcare databases

Hrovat, Goran, Stiglic, Gregor, Kokol, Peter, Ojsteršek, Milan

Journal:

Computer Methods and Programs in Biomedicine

Année:

2014

Langue:

english

Fichier:

PDF, 1014 KB

english, 2014

18

[IEEE 2006 International Conference on Software Engineering Advances (ICSEA'06) - Tahiti (2006.19.29-2006.19.29)] 2006 International Conference on Software Engineering Advances (ICSEA'06) - Estimating Software Quality with Advanced Data Mining Techniques

Mertik, Matej, Lenic, Mitja, Stiglic, Gregor, Kokol, Peter

Année:

2006

Langue:

english

Fichier:

PDF, 513 KB

english, 2006

19

[IEEE 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS) - Bentley, Australia (2010.10.12-2010.10.15)] 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS) - Stability of different feature selection methods for selecting protein sequence descriptors in protein solubility classification problem

Kocbek, Simon, Stiglic, Gregor, Pernek, Igor, Kokol, Peter

Année:

2010

Langue:

english

Fichier:

PDF, 889 KB

english, 2010

20

[IEEE 2012 32nd International Conference on Distributed Computing Systems Workshops (ICDCS Workshops) - Macau, China (2012.06.18-2012.06.21)] 2012 32nd International Conference on Distributed Computing Systems Workshops - How Hard Am I Training? Using Smart Phones to Estimate Sport Activity Intensity

Pernek, Igor, Stiglic, Gregor, Kokol, Peter

Année:

2012

Langue:

english

Fichier:

PDF, 168 KB

english, 2012

21

[IEEE 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference - Cairns, Australia (2007.02.21-2007.02.23)] 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference - Using Cellular Automata for feature construction - preliminary study

Mertik, Matej, Pechenizkiy, Mykola, Stiglic, Gregor, Kokol, Peter

Année:

2007

Langue:

english

Fichier:

PDF, 6.51 MB

english, 2007

22

[IEEE 2008 International Symposium on Computational Intelligence and Design (ISCID) - Wuhan, China (2008.10.17-2008.10.18)] 2008 International Symposium on Computational Intelligence and Design - Improving Medical Decision Making by Self Organizing Intelligent Systems

Kokol, Peter, Povalej, Petra, Stiglic, Gregor, Dinevski, Dejan

Année:

2008

Langue:

english

Fichier:

PDF, 256 KB

english, 2008

23

[IEEE 2011 IEEE International Conference on Data Mining Workshops (ICDMW) - Vancouver, BC, Canada (2011.12.11-2011.12.11)] 2011 IEEE 11th International Conference on Data Mining Workshops - Interpretability of Sudden Concept Drift in Medical Informatics Domain

Stiglic, Gregor, Kokol, Peter

Année:

2011

Langue:

english

Fichier:

PDF, 269 KB

english, 2011

24

[IEEE 2008 21st International Symposium on Computer-Based Medical Systems (CBMS) - Jyvaskyla, Finland (2008.06.17-2008.06.19)] 2008 21st IEEE International Symposium on Computer-Based Medical Systems - Sentiment in Science - A Case Study of CBMS Contributions in Years 2003 to 2007

Verlic, Mateja, Stiglic, Gregor, Kocbek, Simon, Kokol, Peter

Année:

2008

Langue:

english

Fichier:

PDF, 468 KB

english, 2008

25

[IEEE Twentieth IEEE International Symposium on Computer-Based Medical Systems - Maribor, Slovenia (2007.06.20-2007.06.22)] Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07) - Effectiveness of Rotation Forest in Meta-learning Based Gene Expression Classification

Stiglic, Gregor, Kokol, Peter

Année:

2007

Langue:

english

Fichier:

PDF, 205 KB

english, 2007

26

[IEEE 2009 22nd IEEE International Symposium on Computer-Based Medical Systems (CBMS) - Albuquerque, NM, USA (2009.08.2-2009.08.5)] 2009 22nd IEEE International Symposium on Computer-Based Medical Systems - Unsupervised variance based preprocessing of microarray data

Stiglic, Gregor, Kocbek, Simon, Kokol, Peter

Année:

2009

Langue:

english

Fichier:

PDF, 373 KB

english, 2009

27

[IEEE 2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences (ICCABS) - Orlando, FL, USA (2011.02.3-2011.02.5)] 2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences (ICCABS) - Poster: Analysis of gene ranking algorithms with extraction of relevant biomedical concepts from PubMed publications

Kocbek, Simon, Setre, Rune, Stiglic, Gregor, Kim, Jin-Dong, Pernek, Igor, Tsuruoka, Yoshimasa, Kokol, Peter, Ananiadou, Sophia, Tsujii, Jun'ichi

Année:

2011

Langue:

english

Fichier:

PDF, 138 KB

english, 2011

28

[IEEE 2013 IEEE International Conference on Healthcare Informatics (ICHI) - Philadelphia, PA, USA (2013.09.9-2013.09.11)] 2013 IEEE International Conference on Healthcare Informatics - Temporal Evaluation of Risk Factors for Acute Myocardial Infarction Readmissions

Stiglic, Gregor, Davey, Adam, Obradovic, Zoran

Année:

2013

Langue:

english

Fichier:

PDF, 320 KB

english, 2013

29

[IEEE 2014 IEEE International Conference on Healthcare Informatics (ICHI) - Verona, Italy (2014.9.15-2014.9.17)] 2014 IEEE International Conference on Healthcare Informatics - Tutorial: Developing and Deploying Healthcare Predictive Models in R

Stiglic, Gregor

Année:

2014

Langue:

english

Fichier:

PDF, 112 KB

english, 2014

30

Stability of Ranked Gene Lists in Large Microarray Analysis Studies

Stiglic, Gregor, Kokol, Peter

Journal:

Journal of Biomedicine and Biotechnology

Année:

2010

Langue:

english

Fichier:

PDF, 415 KB

english, 2010

31

[ACM Press the 2011 workshop - San Diego, California, USA (2011.08.21-2011.08.21)] Proceedings of the 2011 workshop on Data mining for medicine and healthcare - DMMH '11 - Human disease network guided discovery of interesting itemsets in hospital discharge data

Stiglic, Gregor

Année:

2011

Langue:

english

Fichier:

PDF, 428 KB

english, 2011

32

[ACM Press International Conference - Tampere, Finland (2013.10.01-2013.10.04)] Proceedings of International Conference on Making Sense of Converging Media - AcademicMindTrek '13 - Enhancing Identification of Opinion Spammer Groups

Duh, Andrej, Štiglic, Gregor, Korošak, Dean

Année:

2013

Langue:

english

Fichier:

PDF, 312 KB

english, 2013

33

Mobile Applications for Type 2 Diabetes Risk Estimation: a Systematic Review

Fijacko, Nino, Brzan, Petra Povalej, Stiglic, Gregor

Journal:

Journal of Medical Systems

Année:

2015

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2015

34

Recognizing the intensity of strength training exercises with wearable sensors

Pernek, Igor, Kurillo, Gregorij, Stiglic, Gregor, Bajcsy, Ruzena

Journal:

Journal of Biomedical Informatics

Année:

2015

Langue:

english

Fichier:

PDF, 1.34 MB

english, 2015

35

[IEEE 2015 International Conference on Healthcare Informatics (ICHI) - Dallas, TX, USA (2015.10.21-2015.10.23)] 2015 International Conference on Healthcare Informatics - Data Analytics in Healthcare Informatics

Wang, Fei, Stiglic, Gregor

Année:

2015

Langue:

english

Fichier:

PDF, 90 KB

english, 2015

36

[IEEE 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond - Hong Kong, China (29 Oct.-1 Nov. 1998)] Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286) - Are decision trees way around some statistic methods?

Zorman, M., Kokol, P., Molan Stiglic, M., Gregoric, A.

Année:

1998

Langue:

english

Fichier:

PDF, 378 KB

english, 1998

37

DETECTING FAULT MODULES USING BIOINFORMATICS TECHNIQUES

STIGLIC, GREGOR, MERTIK, MATEJ, KOKOL, PETER, PIGHIN, MAURIZIO

Journal:

International Journal of Software Engineering and Knowledge Engineering

Année:

2007

Langue:

english

Fichier:

PDF, 196 KB

english, 2007

38

Insights into Population Health Management Through Disease Diagnoses Networks

Feldman, Keith, Stiglic, Gregor, Dasgupta, Dipanwita, Kricheff, Mark, Obradovic, Zoran, Chawla, Nitesh V.

Journal:

Scientific Reports

Année:

2016

Langue:

english

Fichier:

PDF, 744 KB

english, 2016

39

Physical activity among nursing students

Cilar, Leona, Preložnik, Nina, Štiglic, Gregor, Vrbnjak, Dominika, Pajnkihar, Majda

Journal:

Pielegniarstwo XXI wieku / Nursing in the 21st Century

Fichier:

PDF, 338 KB

40

[ACM Press the Genetic and Evolutionary Computation Conference Companion - Berlin, Germany (2017.07.15-2017.07.19)] Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '17 - Stability selection using a genetic algorithm and logistic linear regression on healthcare records

Zamuda, Aleš, Zarges, Christine, Stiglic, Gregor, Hrovat, Goran

Année:

2017

Langue:

english

Fichier:

PDF, 619 KB

english, 2017

41

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

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

Journal:

Health Informatics Journal

Année:

2017

Langue:

english

Fichier:

PDF, 794 KB

english, 2017

42

Evaluation of Major Online Diabetes Risk Calculators and Computerized Predictive Models

Stiglic, Gregor, Pajnkihar, Majda, Li, Dongmei

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 798 KB

english, 2015

43

Perceptions of Caring Between Slovene and Russian Members of Nursing Teams

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

Journal:

Journal of Transcultural Nursing

Année:

2018

Langue:

english

Fichier:

PDF, 94 KB

english, 2018

44

Special Issue on Data Mining in Health Informatics

Hu, Xia, Štiglic, Gregor, Wang, Fei

Journal:

Journal of Healthcare Informatics Research

Année:

2018

Langue:

english

Fichier:

PDF, 291 KB

english, 2018

45

Teaching and Learning in Nursing || Impact of Education, Working Conditions, and Interpersonal Relationships on Caregivers’ Job Satisfaction

Pajnkihar, Majda, Vrbnjak, Dominika, Stiglic, Gregor

Année:

2017

Langue:

english

Fichier:

PDF, 2.52 MB

english, 2017

46

Teaching and Learning in Nursing || Transferring Psychological Therapy Education into Practice in the United Kingdom: A Complex Systems Analysis

Pajnkihar, Majda, Vrbnjak, Dominika, Stiglic, Gregor

Année:

2017

Langue:

english

Fichier:

PDF, 1.97 MB

english, 2017

47

Teaching and Learning in Nursing || Experience of Problem‐Based Learning for Raising Quality of Nursing Study

Pajnkihar, Majda, Vrbnjak, Dominika, Stiglic, Gregor

Année:

2017

Langue:

english

Fichier:

PDF, 317 KB

english, 2017

48

Teaching and Learning in Nursing || Assessment of Clinical Nursing Competencies: Literature Review

Pajnkihar, Majda, Vrbnjak, Dominika, Stiglic, Gregor

Année:

2017

Langue:

english

Fichier:

PDF, 690 KB

english, 2017

49

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

Kan, Hong J., Kharrazi, Hadi, Chang, Hsien-Yen, Bodycombe, Dave, Lemke, Klaus, Weiner, Jonathan P., Stiglic, Gregor

Journal:

Année:

2019

Fichier:

PDF, 462 KB

2019

50

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

Kan, Hong J., Kharrazi, Hadi, Chang, Hsien-Yen, Bodycombe, Dave, Lemke, Klaus, Weiner, Jonathan P., Stiglic, Gregor

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 462 KB

english, 2019