Aycan Aslan
Research Fields and Interests
- Ethical AI in Healthcare
- Privacy-preserving AI
- Explainable AI (XAI)
- Fairness and bias in AI systems
Curriculum Vitae
Academic Experience
- Since 06/2021 Doctorate, Digital Health Research Group - Chair of Information Management, University of Goettingen, Germany
- 10/2018 - 05/2020 Master of Science in Global Business, University of Goettingen, Germany
- 10/2014 - 03/2018 Bachelor of Science in Business Administration, Free University Berlin, Germany
Work Experience
- Since 06/2021 Research Associate, Digital Health Research Group - Chair of Information Management, University of Goettingen, Germany
- 09/2020 – 05/2021 Working Student, Data Analytics, Apollo Health Ventures, Berlin, Germany
- 01/2019 – 05/2020 Student Assistance, Data Analytics, Chair of Electronic Finance and Digital Markets, University of Goettingen, Germany
- 10/2018 – 01/2019 Working Student, IT Solutions, PwC Germany, Hannover, Germany
- 06/2018 – 09/2018 Intern, Management Consulting, Horvath, Stuttgart, Germany
- Aslan, A., Greve, M., Kolbe, L. (2024): Mitigating Discontinuance in Medical AI Systems: The Role of AI Explanations, International Conference on Wirtschaftsinformatik (WI) [VHB 3: C]
- Aslan, A., Greve, M. (2024): Unpacking AI Advice for Decision-Making: A Novel Toulmin-Based Conceptualization, European Conference on Information Systems (ECIS), Paphos, Cyprus [VHB: B]
- Aslan, A. (2024): The Effect of AI Explanations on Medical Experts Detecting Misdiagnosis by AI Systems (Short Paper), European Conference on Information Systems (ECIS), Paphos, Cyprus [VHB: B]
- Diesterhöft, T. O., Aslan, A., Muntermann, J. (2024): Revisiting Taxonomy Development In IS: A Call For The Use Of Primary Data And Quantitative Methods (TREO Forum), European Conference on Information Systems (ECIS), Paphos, Cyprus [VHB: B]
- Zajac, K., Aslan, A., Greve, M., Kolbe, L.M., Theron, G., Niesler, T., Cobelens, F., Klopper, M., Ssengooba, W., Joloba, M. (2023): Bridging Healthcare Barriers with mHealth: A Systematic Review of Tuberculosis Applications and their Limitations, American Conference on Information Systems (AMCIS), Panama City, Panama [VHB: D]
- Aslan, A., Matschak, T., Greve, M., Trang, S., Kolbe, L. M. (2023): At What Price? Exploring the Potential and Challenges of Differentially Private Machine Learning for Healthcare, Hawaii International Conference on System Sciences (HICSS) [VHB 3: C]
- Aslan, A., Greve, M., Braun, M., Kolbe, L. M. (2022): Doctors’ Dilemma – Understanding the Perspective of Medical Experts on AI Explanations, Proceedings of International Conference on Information Systems (ICIS) [VHB 3: A]
- Aslan, A., Greve, M., Diesterhöft, T. O., Braun, M (2022): Choose Your Words Wisely!
Understanding the Strategic Communication of Differential Privacy, Proceedings of the Pre-ICIS Workshop on Information Security And Privacy (WISP) [VHB 3: n.a.]
- Aslan, A. & Greve, M. (2022): Differential Privacy: A Gamechanger for Utilizing Sensitive Health Data for Digital Innovation (Extended Abstract), Towards Health Futures: Innovating with Health Data, a Pre-ICIS Workshop [VHB 3: n.a.]
- Diesterhöft, T. O., Schweneker, S.I., Masuch, K., Aslan, A., Braun, M. (2022): The Role of Uncertainty in Data Breach Response Processes - A Reactance Theory Perspective, International of Americas Conference on Information Systems (ICIS) [VHB 3: A]
- Diesterhöft, T. O., Aslan, A., Braun, M. (2022): Play Your Cards Right: Utilizing Differential Privacy as a Competitive Advantage, Proceedings of Americas Conference on Information Systems (AMCIS) [VHB 3: D]
- Aslan, A., Greve, M., Lembcke, T.B. (2022): Let´s do our Bit: How Information Systems Research Can Contribute to Ethical Artificial Intelligence, Proceedings of Americas Conference on Information Systems (AMCIS) [VHB 3: D]
- Diesterhöft, T. O., Thole, D.C., Aslan, A., H., Vogel, J. (2022): Nobody Said IT Was Easy - Managing Government-Initiated Information Systems in Addressing and Preparing for Health Crises, Proceedings of European Conference on Information Systems (ECIS) [VHB 3: B]
- Braun, M., Aslan, A., Diesterhöft, T. O., Greve, M., Brendel, A. B., Kolbe, L. M. (2022): Just what the Doctor ordered - Towards Design Principles for NLP-based Systems in Healthcare, Design Science Research in Information Systems (DESRIST) [VHB 3: C]
- Diesterhöft, T. O., Greve, M., Aslan, A., Kolbe, L. (2022): Together We Are Stronger - Paving the Way for Value Co-Creation in Data Breach Responses, International Conference on Wirtschaftsinformatik (WI) [VHB 3: C]
- Aslan, A., Greve, M., Diesterhöft, T.O., Kolbe, L. (2022): Can Our Health Data Stay Private? A Review and Future Directions for IS Research on Privacy-Preserving AI in Healthcare, International Conference on Wirtschaftsinformatik (WI) [VHB 3: C]
- Associate Editor European Conference on Information Systems 2024 - Track "Health Information Technology and IS for Healthcare"
- AIS Conferences (ICIS, ECIS, PACIS, AMCIS)
- AIS Affiliated Conferences (WI, HICSS)
- Best Paper at Hawaii International Conference on System Sciences 2023 ("At What Price? Exploring the Potential and Challenges of Differentially Private Machine Learning for Healthcare")
- Best AMCIS 2022 Top 25% Complete Papers ("Let´s do our Bit: How Information Systems Research Can Contribute to Ethical Artificial Intelligence")
- AuMEDa: Automated information and feature extraction from MEDical documents – structured data with artificial intelligence (since 2021)
- CAGE-TB – Automated smartphone-based cough audio classification for rapid tuberculosis triage testing (since 2021)
- "CAEHR – Enhancing healthcare through intelligent data integration" (since 2021)
Publications
2024
2023
2022
Research Activities
Editor
Review Activities
Honors
Topics for Bachelor and Master thesis
An overview of current topics can be found here.
Application: If you are interested in writing your thesis about any topic relating to my research, please contact me via e-mail. Please also send me your CV and grade sheet from FlexNow (simple printout) in order to better match the precise topic to your area of interest.
Teaching
Projects