English Intern
Lehrstuhl für klinische Epidemiologie und Biometrie

Lena Mulansky


Kurzer Lebenslauf

seit 2020 Wissenschaftliche Mitarbeiterin am Institut für Klinische Epidemiologie und Biometrie an der Universität Würzburg
2018-2020   Studium M.Sc. Wirtschaftswissenschaften an der Universität Ulm
2010-2014 Studium B.Sc. Volkswirtschaftslehre an der HfWU Nürtingen-Geislingen und an der California State University Fresno

Wissenschaftliche Schwerpunkte

Machine Learning, Data Science


Publikationen

2023[ to top ]
  • 1.
    Beierle F, Allgaier J, Stupp C, Keil T, Schlee W, Schobel J, et al. Self-Assessment of Having COVID-19 With the Corona Check Mhealth App. IEEE J Biomed Health Inform. 2023;Pp.
  • 1.
    Allgaier J, Mulansky L, Draelos RL, Pryss R. How does the model make predictions? A systematic literature review on the explainability power of machine learning in healthcare. Artif Intell Med. 2023;143:102616.
2022[ to top ]
  • 1.
    Mulansky L, Pryss R, Cohrdes C, Baumeister H, Beierle F. Social Media App Usage in Relation with PHQ-9 Depression Scores during the COVID-19 Pandemic. In: Proc. of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing. UbiComp/ISWC ’22 Adjunct; 2022.
2021[ to top ]
  • 1.
    Schlee W, Langguth B, Pryss R, Allgaier J, Mulansky L, Vogel C, et al. Using Big Data to Develop a Clinical Decision Support System for Tinnitus Treatment. In: Searchfield GD, Zhang J, editors. The Behavioral Neuroscience of Tinnitus [Internet]. Cham: Springer International Publishing; 2021. pp. 175-89. Available from: https://doi.org/10.1007/7854_2021_229
  • 1.
    Schlee W, Schoisswohl S, Staudinger S, Schiller A, Lehner A, Langguth B, et al. Towards a unification of treatments and interventions for tinnitus patients: The EU research and innovation action UNITI. In: Schlee W, Langguth B, Kleinjung T, Vanneste S, De Ridder D, editors. Progress in Brain Research [Internet]. Elsevier; 2021. pp. 441-5. Available from: https://www.sciencedirect.com/science/article/pii/S0079612320302351
  • 1.
    Beierle F, Schobel J, Vogel C, Allgaier J, Mulansky L, Haug F, et al. Corona Health—A Study- and Sensor-Based Mobile App Platform Exploring Aspects of the COVID-19 Pandemic. International Journal of Environmental Research and Public Health [Internet]. 2021;18(14):7395. Available from: https://www.mdpi.com/1660-4601/18/14/7395
  • 1.
    Holfelder M, Mulansky L, Schlee W, Baumeister H, Schobel J, Greger H, et al. Medical Device Regulation: Efforts for mHealth Apps during the COVID-19 Pandemic—An Experience Report of Corona Check and Corona Health. J [Internet]. 2021;4(2):206-22. Available from: https://www.mdpi.com/2571-8800/4/2/17