Mario Cypko, PhD
Mario Cypko's research lies in medical informatics with a background in machine intelligence-based clinical decision support systems, shared decision making in multidisciplinary teams, and expert modeling of and interaction with computer-based knowledge models.
For his PhD, he worked at the Innovation Center Computer Assisted Surgery of the Universität Leipzig. He did his first PostDoc at the European Space Agency in Netherlands and another at the German Heart Center in Berlin.
In his current PostDoc in the Human-Centered Computing group at the Freie Universität Berlin, he is particularly interested in creating a »symbiosis« between humans and machines in a digital operating room. He aims to explore possible capabilities (e.g., assistance, transparency, and feedback) of this »symbiosis« in robotic-assisted surgery's joint activity.
Freie Universität Berlin
Department of Mathematics and Computer Science
Königin-Luise-Straße 24-26
14195 Berlin
Monographs & Books
Cypko, M. A. 2020. Development of Clinical Decision Support Systems using Bayesian Networks. Wiesbaden: Springer Fachmedien.
https://doi.org/10.1007/978-3-658-32594-7
Articles in Edited Volumes
Cypko, M. A., Timmermann, L., Sauer, I. M., Müller-Birn, C. 2022. »Towards Human-Robotic Collaboration: Observing Teamwork of Experienced Surgeons in Robotic-Assisted Surgery.« In Mensch und Computer 2022 (MuC '22), September 4–7, 2022, Darmstadt, Germany, New York: ACM.
https://doi.org/10.1145/3543758.3549891
Müller, J., Cypko, M., Oeser, A,, Stoehr, M,, Zebralla, V., Schreiber, S., Wiegand, S., Dietz, A., Oeltze-Jafra, S. 2021. »Visual Assistance in Clinical Decision Support.« In EuroVis 2021 - Dirk Bartz Prize, edited by Oeltze-Jafra, S., Raidou, R. G. The Eurographics Association.
https://doi.org/10.2312/evm.20211075
Articles
Cypko, M., Emmert, M. Y., Falk, V., Meyer, A. 2020. »Künstliche Intelligenz in der Herzchirurgie.« Der Chirurg, 91 (3): 235-239.
https://doi.org/10.1007/s00104-020-01132-8
Cypko, M. A., Stoehr, M. 2019. »Digital patient models based on Bayesian networks for clinical treatment decision support.« Minimally Invasive Therapy & Allied Technologies, 28 (2): 105-119.
https://doi.org/10.1080/13645706.2019.1584572
Cypko, M., Wojdziak, J., Stoehr, M., Kirchner, B., Preim, B., Dietz, A., Lemke, H. U., Oeltze‐Jafra, S. 2017. »Visual Verification of Cancer Staging for Therapy Decision Support.« Computer Graphics Forum, 36 (3): 109-120.
https://doi.org/10.1111/cgf.13172
Cypko, M. A., Stoehr, M., Kozniewski, M., Druzdzel, M. J., Dietz, A., Berliner, L., Lemke, H. U. 2017. »Validation workflow for a clinical Bayesian network model in multidisciplinary decision making in head and neck oncology treatment.« International Journal of Computer Assisted Radiology and Surgery, 12 (11): 1959-1970.
https://doi.org/10.1007/s11548-017-1531-7
Cypko, M. A., Hirsch, D., Koch, L., Stoehr, M., Strauss, G., Denecke, K. 2015. »Web-tool to Support Medical Experts in Probabilistic Modelling Using Large Bayesian Networks With an Example of Hinosinusitis.« 259 - 263.
https://doi.org/10.3233/978-1-61499-564-7-259
Talks & Presentations
Cypko, M.A. Selected clinical applications I - From a Bayesian Network to a Clinical Decision Support System for Tumor Boards. Talk at the EHealth Summit Austria, Clinical Decision Support in the Field. Vienna, Austria. 2 May 2016.
Cypko, M.A. Clinical decision support system based on Bayesian networks to support interdisciplinary tumor board decisions. Talk at the the Białystok University of Technology, Białystok, Poland. 18 May 2015.
Invited Moderation/ Comment
Lemke, H. U., Wilhelm, D., Cypko, M. A., Feger, S., Herrero, H., Hirsch, P., Mela, P., Scheid, C., Schmidt, A., Ostler, D. Panel Discussion on IJCARS Forum on Scholarly Publishing and Communication. International Conference for Computer Assisted Radiology and Surgery, IJCARS Forum on Scholarly Publishing and Communication, Munich, Germany. Hybrid. 25 June 2021.
Events & Workshops
Cubasch, A. J., Cypko, M. A., Geoghegan, B., Miyazaki, S., Moeding, A., Müller-Birn, C., Stock, R. Automation, Control, and Incompetence. Cluster of Excellence Matters of Activity, Humboldt-Universität zu Berlin. 1 December 2022 - 2 December 2022.
https://www.matters-of-activity.de/en/activities/7904/automation-control-and-incompetence-socio-technical-ecologies-of-responsible-filtering-in-the-20th-and-21st-century
Cypko, M. A., Berliner, L., Straube, U., Ngo-Anh, J., Stingl, J., Kandarpa, K., Andrews, R. J. Digital Space Medicine – Current Status and Developments in Space Medicine. Berlin. Workshop organizer. 22 June 2018.
Oeltze-Jafra, S., Frangi, A., Cypko, M. A. Model-Based Therapeutic Decision Support. Manchester Central, UK. Workshop. 25 April 2017.
Denecke, K., Atalag, K., Cypko, M.A., Kropf, S., Chalopin, C., Deng, Y., Gaebel, J. Workshop »Digital Patient Modelling and Clinical Decision Support«. Sao Paulo, Brazil. 21 August 2015.
Teaching & Courses
Lemke, H. U., Cypko M. A. Teaching assistant for Technical Informatics in Biomedicine. Lecture, TU Berlin, Berlin. 7 April 2014 - 16 July 2018.
Prizes & Competition Awards
Müller, J., Cypko, M. A., Oeser, A., Stoehr, M., Zebralla, V., Schreiber, S., Wiegand, S., Dietz, A., Oeltze-Jafra, S. 2021. Dirk Bartz Prize for Visual Computing in Medicine (Eurographics Medical Prize). Second Prize.
https://eurovis21.ifi.uzh.ch/index.php/awards/dirk-bartz-prize-for-visual-computing-in-medicine-2021-eurographics-medical-prize/
Lemke, H.U., Cypko, M. A., Warner, D., Berliner, L. 2014. NextMed / MMVR (1st Poster Price). Poster Price. »3D++ visualization of MEBN graphs and screen representations of patient models (PIXIE II).« NextMed / MMVR Conference, Los Angeles, CA, USA.
https://www.researchgate.net/publication/261734808_3D_Visualisation_of_MEBN_Graphs_and_Screen_Representations_of_Patient_Models_PIXIE_II
External Grants, Fellowships, Scholarships & Residencies
Cypko, M.A. et al. 2019. EIT Health Innovation Fellowship Program StarShip (1st Price). EIT Health Fellowship.
https://www.starship.eithealth.eu
Research Stays at Another Institution
Cypko, M.A., Druzdzel, M.J. Research stay at the University of Pittsburgh. Decision Systems Laboratory, School of Information Sciences, University of Pittsburgh, PA, U.S.A.. 6 April 2015 - 1 May 2015.
Review Activities & Expertises
Cypko, M. A. Since 2020. DLR Steering committee "Gesundheit in der Raumfahrt". DLR, Köln.
www.dlr.de
Memberships
Cypko, M. A. Since 2019. EIT Health Alumni.
https://alumni.eithealth.eu
Cypko, M. A. 2014. Machine Learning Summer School (MLSS), Peking, China.
http://www.lamda.nju.edu.cn/conf/mlss2014/?AspxAutoDetectCookieSupport=1
Cypko, M.A. Since 2014. 5th Hands-on intensive course for engineers: surgery in practice. Um zu einem besseren Verständnis des chirurgischen Tätigkeitsfelds zu kommen, ist die Absicht der Veranstaltung, die wesentlichen praktischen Prinzipien der interventionellen Medizin zu veranschaulichen und vor allem auch Entwicklungsfelder darzustellen, die für die Medizintechnik eine aktuelle Herausforderung sind.
https://web.med.tum.de/en/miti/home/