Paper
Kleine, A. K., Lermer, E., Cecil, J., Heinrich, A., & Gaube, S. (2023). Advancing Mental Health Care with AI-Enabled Precision Psychiatry Tools: A Patent Review. PsyArXiv. https://psyarxiv.com/wmr38/
Cecil, J., Lermer, E., Hudecek, M. F. C., Sauer, J., & Gaube, S. (2023). The effect of AI-generated advice on decision-making in personnel selection. OSF. https://osf.io/349xe/
Hummelsberger, P., Koch, T. K., Rauh, S., Dorn, J., Lermer, E., Raue, M., Hudecek, M. F. C., Schicho, A., Collak, E., Ghassemi, M., & Gaube, S. (2023). Insights on the Current State and Future Outlook of Artificial Intelligence in Healthcare From Expert Interviews. JMIR Preprints. https://preprints.jmir.org/preprint/47353
Kleine, A. K., Kokje, E., Gaube, S., & Lermer, E. (2023). Attitudes towards the Adoption of two AI-enabled mental health tools among prospective psychotherapists: A cross-sectional study. JMIR Human Factors. [accepted]. https://psyarxiv.com/c8yr3/
Gaube, S., Suresh, H., Raue, M., Lermer, E., Koch, T. K., Hudecek, M. F. C., Ackery, A. D., Grover, S. C., Coughlin, J. F., Frey, D., Kitamura, F. C., Ghassemi, M., & Colak, E. (2023). Non-task expert physicians benefit from correct explainable AI advice when reviewing X-rays. Scientific Reports, 13 (1), https://www.nature.com/articles/s41598-023-28633-w
Gaube, S., Suresh, H., Raue, M., Merritt, A., Berkowitz, S. J., Lermer, E., Coughlin, J. F., Guttag, J. V., Colak, E., & Ghassemi, M. (2021). Do as AI say: susceptibility in deployment of clinical decision-aids. NPJ digital medicine, 4(1), 1-8. https://www.nature.com/articles/s41746-021-00385-9
Gaube, S., Cecil, J., Wagner, S., & Schicho, A. (2021). The relationship between health IT characteristics and organizational variables among German healthcare workers. Scientific Reports, 11, 17752. https://www.nature.com/articles/s41598-021-96851-1
Talks & Presentations
Kleine, A. K. (2023). AI-enabled Clinical Decision Support Tools: Potential, Progress, Challenges. July, 24, 2023. AMBOSS Crosstalk, Berlin, Germany
Kleine, A. K. (2023). The Future of AI in Healthcare: Benefits, Risks, Doctors’ Attitudes, and Students’ Blind-spots. July, 24, 2023. AMBOSS Podcast Beyond the Textbook. https://open.spotify.com/episode/10jUtRGs8knhhBrqaPCHOB?si=db0fda7463d741dc
Gaube, S. (2023). The Effect of Diagnostic AI-Generated Advice on Clinical Decision-Making. July, 20, 2023. Lecture at the Philosophy & Computer Science Summer School, Bayreuth, Germany, https://explainable-intelligent.systems/summer-school/
Kleine, A. K. (2023). A Glimpse Into the Future – How AI-Enabled Precision Psychiatry Tools Advance Mental Healthcare. July, 20, 2023. Lecture at the Philosophy & Computer Science Summer School, Bayreuth, Germany, https://explainable-intelligent.systems/summer-school/
Hummelsberger P., Koch T. K., Rauh S., Dorn J., Lermer E., Raue M., Hudecek M.F.C., Schicho A., Colak E., Ghassemi M., & Gaube S. (2023). Insights on the Current State and Future Outlook of Artificial Intelligence in Healthcare: Expert Interviews. Paper presented at the 7th Munich Medical Student Science Conference 2023, June 17, 2023, Munich, Germany
Kokje, E., Kleine, A. K., Lermer, E., & Gaube, S. (2023). The influence of attitudes towards AI on acceptance of AI-tools in psychotherapy. Paper presented at the International Convention of Psychological Science (ICPS), March 9-11, 2023, Brussels, Belgium
Kleine, A. K., Lermer, E., Cecil, J., Heinrich, A., & Gaube, S. (2023). Advancing mental health care with AI-enabled precision psychiatry tools: A patent review. Paper presented at the International Convention of Psychological Science (ICPS), March 9-11, 2023, Brussels, Belgium
Gaube, S., Suresh, H., Raue M., Hudecek, M.F.C., Ghassemi, M., Colak, E., & Lermer, E. (2023). The influence of inaccurate and explainable advice on physicians’ diagnostic decisions. Paper presented at the International Convention of Psychological Science (ICPS), March 9-11, 2023, Brussels, Belgium
Cecil, J., Lermer, E., Hudecek, M. F. C., Sauer, J., & Gaube, S. (2023). The effect of (explainable) AI advice on decision-making in a HRM task. Paper presented at the International Convention of Psychological Science (ICPS), March 9-11, 2023, Brussels, Belgium
Gaube, S., Suresh, H., Raue M., Hudecek, M.F.C., Ghassemi, M., Colak, E., & Lermer, E. (2022). How accuracy and explainability of advice affect physicians. Paper presented at the Herrenhausen Conference of the VolkswagenStiftung, October 12-14, 2022, Hannover, Germany
Cecil, J., Hummelsberger, P., Rauh, S., Dorn, J., Hudecek, M.F.C., Lermer, E., Frey, D. & Gaube, S. (2022). Current state of AI in healthcare: Expert interviews with researchers and technical officers. Poster presented at the Herrenhausen Conference of the VolkswagenStiftung, October 12-14, 2022, Hannover, Germany
Hudecek, M. F. C., Gaube, S., Frey, D., Cecil, J., Hummelsberger, P., & Lermer, E. (2022). Perception of online medical platforms: AI docs are fine for others but not for me. Poster presented at the Herrenhausen Conference of the VolkswagenStiftung, October 12-14, 2022, Hannover, Germany
Hummelsberger, P., Hudecek, M.F.C., Lermer, E. & Gaube, S. (2022). Current state of AI in healthcare: Expert interviews with researchers and technical officers. Paper presented at the 52nd Congress of the German Psychological Society (DGPs), September 12-15, 2022, Hildesheim, Germany
Gaube, S., Suresh, H., Raue M., Hudecek, M.F.C., Ghassemi, M., Colak, E., & Lermer, E. (2022). The influence of diagnostic advice on physicians‘ decision-making. Paper presented at the 52nd Congress of the German Psychological Society (DGPs), September 12-15, 2022, Hildesheim, Germany
Hudecek, M. F. C., Gaube, S., Frey, D., Cecil, J., Hummelsberger, P., & Lermer, E. (2022). Perception of online medical platforms: AI docs are fine for others but not for me. Paper accepted for presentation at the 30 th Annual Conference of the Society for Risk Analysis Europe, June 12-15, 2022, Novi Sad, Serbia.
Lermer, E., Gaube, S., Frey, D., Cecil, J., Hummelsberger, P., & Hudecek, M.(2022). AI for you, human doctor for me: Re-analysis of the not in my health’s backyard effect. Paper accepted for presentation at the 30 th Annual Conference of the Society for Risk Analysis Europe, June 12-15, 2022, Novi Sad, Serbia.
Gaube, S., Suresh, H., Lermer, E., Ghassemi, M., Hudecek, M.F.C., Dorn, J., Rauh, S., Koch, T., & Colak, E. (2022). The effect of diagnostic advice on clinical decision-making. Paper presented at the 63rd Meeting of the ‚Tagung experimentell arbeitender Psychologen‘ TeaP, March 20-23, 2022, online
Gaube, S. (2022). Do as AI say: Susceptibility in deployment of clinical decision-aids.