Dr. Isabella Eigner
Research Project
Course Responsibilities
Work Experience
2012-2014 | Student worker at Streetspotr GmbH in Nuremberg |
2012-2014 | Student assistant at the Chair of Information Systems II of the University of Erlangen-Nuremberg |
since 2014 | Member of research staff at the Chair of Information Systems II of the University of Erlangen-Nuremberg |
Education
1991 | born in Villach (Austria) |
2009 | Abitur (secondary school degree) at Bundesgymnasium Tanzenberg in Maria Saal (Austria) |
2009-2012 | Study of Economics at University of Erlangen-Nuremberg, Degree: Bachelor of Arts in Economics (Focus on Information Systems) |
2012-2014 | Study of International Information System at University of Erlangen-Nuremberg, Degree: Master of Science |
2014-2020 | Ph.D. student at the Chair of Information Systems II of the University of Erlangen-Nuremberg |
since 2020 | Post-Doc at the Chair of Information Systems II of the University of Erlangen-Nuremberg |
Publications
2020
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An Intelligent Clinical Decision Support System to Determine the Optimal Time of Patient Discharge in Hospitals
INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS (ICIS) (Online, 13. Dezember 2020 - 16. Dezember 2020)
In: ICIS 2020 Proceedings 2020
URL: https://aisel.aisnet.org/icis2020/is_health/is_health/14/
BibTeX: Download
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Decision support for patient discharge in hospitals – analyzing the relationship between length of stay and readmission risk, cost, and profit
2020 World Congress on Services (Virtuell, 18. September 2020 - 20. September 2020)
In: Services – SERVICES 2020 2020
DOI: 10.1007/978-3-030-59595-1_6
URL: https://link.springer.com/chapter/10.1007/978-3-030-59595-1_6
BibTeX: Download
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A Literature Review on Predicting Unplanned Patient Readmissions
In: Wickramasinghe N., Bodendorf F. (Hrsg.): Delivering Superior Health and Wellness Management with IoT and Analytics, Springer International Publishing, 2020
ISBN: 978-3-030-17347-0
DOI: 10.1007/978-3-030-17347-0_12
URL: https://link.springer.com/chapter/10.1007/978-3-030-17347-0_12
BibTeX: Download
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Mining customer satisfaction on b2b online platforms using service quality and web usage metrics
27th Asia-Pacific Software Engineering Conference, APSEC 2020 (Singapore, 1. Dezember 2020 - 4. Dezember 2020)
In: Proceedings - Asia-Pacific Software Engineering Conference, APSEC 2020
DOI: 10.1109/APSEC51365.2020.00052
BibTeX: Download
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Case-based reasoning for complexity management in Industry 4.0
In: Journal of Manufacturing Technology Management (2020)
ISSN: 1741-038X
DOI: 10.1108/JMTM-08-2018-0262
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2019
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A theoretical framework for research on readmission risk prediction
Bled eConference (Bled, 16. Juni 2019 - 19. Juni 2019)
In: 32ND Bled eConference Humanizing Technology for a Sustainable Society 2019
DOI: 10.18690/978-961-286-280-0
URL: http://press.um.si/index.php/ump/catalog/book/418
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Predicting high-cost patients by Machine Learning: A case study in an Australian private hospital group
International Conference on Bioinformatics and Computational Biology, (Honolulu, Hawaii, 18. März 2019 - 20. März 2019)
In: Oliver Eulenstein, Hisham Al-Mubaid and Qin Ding (Hrsg.): Proceedings of 11th International Conference on Bioinformatics and Computational Biology 2019
DOI: 10.29007/jw6h
URL: https://easychair.org/publications/paper/pZqS
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Success factors for national eHealth strategies: a comparative analysis of the Australian and German eHealth system
In: International Journal of Networking and Virtual Organisations 21 (2019), S. 399-424
ISSN: 1470-9503
DOI: 10.1504/IJNVO.2019.103681
URL: https://www.inderscience.com/info/inarticle.php?artid=103681
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2018
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An intelligent decision support system for readmission prediction in healthcare
In: it - Information Technology 60 (2018), S. 195–205
ISSN: 1611-2776
DOI: 10.1515/itit-2018-0003
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Predictive Analytics in Health Care: Methods and Approaches to Identify the Risk of Readmission
In: Wickramasinghe N., Schaffer J. (Hrsg.): Theories to Inform Superior Health Informatics Research and Practice, Springer, 2018, S. 55-73
ISBN: 978-3-319-72287-0
DOI: 10.1007/978-3-319-72287-0_5
URL: https://link.springer.com/chapter/10.1007/978-3-319-72287-0_5
BibTeX: Download
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Development and evaluation of ensemble-based classification models for predicting unplanned hospital readmissions after hysterectomy
ACIS 2018 (Sydney, 3. Dezember 2018 - 5. Dezember 2018)
In: ACIS 2018 Proceedings 2018
URL: https://aisel.aisnet.org/acis2018/62/
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2017
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Decision makers and criteria for patient discharge - a qualitative study
Bled eConference 2017 (Bled, 18. Juni 2017 - 21. Juni 2017)
In: 30TH BLED ECONFERENCE: DIGITAL TRANSFORMATION – FROM CONNECTING THINGS TO TRANSFORMING OUR LIVES 2017
DOI: 10.18690/978-961-286-043-1
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Readmission risk prediction for patients after total hip or knee arthroplasty
Australasian Conference on Information Systems (Hobart, 4. Dezember 2017 - 6. Dezember 2017)
In: Proceedings of the Australasian Conference on Information Systems 2017 2017
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Towards a Medical Tricorder: Defining medical conditions for consumer self-care with focus on non-invasive technologies
AMCIS (Boston, 10. August 2017 - 12. August 2017)
In: AIS Electronic Library (AISeL) (Hrsg.): AMCIS 2017 Proceedings 2017
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Rehabilitation Risk Management: Enabling Data Analytics with Quantified Self and Smart Home Data
eHealth summit Austria (Wien, 24. Mai 2017 - 25. Mai 2017)
In: Health Informatics Meets eHealth 2017
DOI: 10.3233/978-1-61499-759-7-152
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2016
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A Comparative Analysis of the Australian and German eHealth System
Bled eConference (Bled, Slovenia, 19. Juni 2016 - 22. Juni 2016)
In: Proceedings of the 29th Bled eConference, Bled, Slowenia: 2016
URL: http://aisel.aisnet.org/bled2016/23/
BibTeX: Download
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Dementia Monitoring with Artificial Intelligence
In: Nilmini Wickramasinghe, Indrit Troshani, Joseph Tan (Hrsg.): Contemporary Consumer Health Informatics, Springer International Publishing, 2016
ISBN: 978-3-319-25973-4
BibTeX: Download
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2015
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Principles of Agile Case Modeling and Tool Support
In: Proceedings of the 2nd International Workshop on Process Modelling Support Systems, Münster: 2015
BibTeX: Download
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Assessing the Influences of Trip Similarity and User Relationships on Individual Travel Recommendations
(2015)
BibTeX: Download
(Working Paper)
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Using Collective Intelligence to Generate Trend-based Travel Recommendations
International Conference on Knowledge Discovery and Information Retrieval (Marriott Lisbon Hotel, Lissabon, 12. November 2015 - 14. November 2015)
In: Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management 2015
DOI: 10.5220/0005582201770185
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