Müller
MSc Juliane Müller
Medicine and Digitalization - MedDigit
Visual Analytics of Image- and Non-Image Data
Work experience
Since 10/2018
Research associate (research focus: uncertainty-aware Visual Analytics of complex, heterogenous image and non-image data, Radiomics), Workgroup Medicine and Digitalization – MedDigit, Dept. of Neurology, Otto-von-Guericke-Universität, Magdeburg, Germany
2/2017-9/2018
Research associate (research focus: conception and development of graphic representation and interaction methods for therapy decision models, Visual Analytics in cancer aftercare), project: Digital Patient- and Process Model, Innovation Center Computer Assisted Surgery (ICCAS), Leipzig University, Germany
9/2016-1/2017
Employee (App development for Diabetes monitoring, development of a mathematical model for correct Insulin dose calculation in Diabets mellitus type I), project: Diafyt, pg40 Consulting Group GmbH, Germany
7/2015-8/2016
Academic assistant (research focus: development of a mathematical model for a robotic skin, documentation of a Quaternion-based Kalman filter), Institute for Robotics and Process Control, Technische Universität Braunschweig, Germany
2/2015-6/2015
Academic assistant (research focus: development, assessment and analysis of the medical survey ‚Braunschweig2030‘), Peter L. Reichertz Institute, Technische Universität Braunschweig, Germany
10/2013-6/2014
Technical employee (research focus: advancement of a bidirectional connection of a graphical editor to the system model of the Virtual Satellite (Java, KIELER, EMF), optimization of the system model), project: Virtual Satellite (VirSat), Simulation and Software Technology, German Aerospace Center(DLR)
9/2010-9/2013
Project work within the cooperative studies program (research focus: automatic creation of predefined objects from the VirSat in CATIA V5 (Java, CATscript), development of a graphical mathematical editor within the VirSat (DSL, xText, Java)), project: Virtual Satellite (VirSat), Simulation and Software Technology, German Aerospace Center(DLR)
Educational Background
10/2013-8/2016
Informatics (Master of Science, research focus: medical informatics, robotics),Technische Universität Braunschweig, Germany
Master thesis: “Multi-sensor quaternion-based Kalman filtering for robust hand tracking” (Note: 1,7)
9/2010-9/2013
Information technology (Bachelor of Engineering), Duale Hochschule Baden-Württemberg, Mannheim, Germany
Bachelor thesis: “Bidirectional connection of a graphical modification tool to a system model” (Note: 1,7)
7/2010
High school graduation, Burgenland Gymnasium, Laucha, Germany
Research Stays Abroad
9/2014-1/2015
Informatics MSc semester abroad (reseach focus: medical informatics, digital image processing, biomechanics), Linköping Universitet, Sweden
Peer-Reviewed Journal Articles
First and Senior Authored
- Müller J, Stöhr M, Oeser A, Gaebel J, Streit M, Dietz A, Oeltze-Jafra S. A Visual Approach to Explainable Computerized Clinical Decision Support. Computer & Graphics. 2020. https://doi.org/10.1016/j.cag.2020.06.004
Peer-Reviewed Conference Papers
First and Senior Authored
- Steinhauer N, Hörbrügger M, Braun A, Tütting T, Oeltze-Jafra S, Müller J. Comprehensive Visualization of Longitudinal Patient Data for the Dermatological Oncological Tumor Board. EuroVIS 2020 - Short Papers, The Eurographics Association, https://doi.org/10.2312/evs.20201067. online paper presentation (starting 1:05:50)
- Müller J, Stöhr M, Oeser A, Gaebel J, Dietz A, Oeltze-Jafra S. A Visual Approach to Explainable Computerized Clinical Decision Support. Visual Computing for Biology and Medicine 2019, Best Poster Award. Abstract
- Müller J, Zebralla V, Wiegand S, Oeltze-Jafra S. Interactive Visual Analysis of Patient-Reported Outcomes for Improved Cancer Aftercare. EuroVis Workshop on Visual Analytics (EuroVA), p. 5 pages, 2019 https://doi.org/10.2312/eurova.20191129
- Müller J, Zebralla V, Wiegand S, Oeltze-Jafra S. Interactive Visualization of Functional Aspects in Head and Neck Cancer Aftercare. Proceedings of the 2017 Workshop on Visual Analytics in Healthcare, Phoenix, Arizona, 2017
Co-Authored
- Gaebel J, Oeser A, Müller J, Schreiber E, Oeltze-Jafra S. Probabilistic Patient Modeling for Therapeutic Decision Support in Oncology. 23rd International Conference on Telemedicine and eHealth (ISfTeH), Helsinki, 2018
- Gaebel J, Müller J, Stöhr M, Oeltze-Jafra S. Model-Based Imitation of Patient Scenarios for Oncological Decision Support. ResearchGate, Leipzig, 2018
- Oeser A, Gaebel J, Müller J, Franke S. Design Concept of an Information System for the Intuitive Assessment of Laboratory Findings. American Medical Informatics Association Annual Symposium 2018 (AMIA 2018), San Francisco, 2018
- Zebralla V, Müller J, Wiegand S, Neumuth T, Oeltze-Jafra S, Dietz A. Weiterentwicklung von OncoFunction – Tumornachsorge 2.0“. 16. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC 2017), Hannover, 2017
- Schaus V, Müller J, Deshmukh M, Braukhane A, Gerndt A. Bidirectional Graphical Modelling Supporting Concurrent Spacecraft Design. 6th International Conference on Systems & Concurrent Engineering for Space Applications (SECESA 2014), 2014
- Müller J. A visual approach to explainable computerized clinical decision support. VCBM 2020 virtual conference. 30.09.2020. Presentation: https://youtu.be/aW5F6HfX-RI?t=3983
- Müller J. A Visual Approach to Explainable Computerized Clinical Decision - opportunities within ENITEC, European Network of Individual Treatment in Endometrial Cancer (ENITEC) virtual annual meeting 2020. 05.06.2020
- Müller J. Interactive visual analysis and causal modelling on clinical data. Visual Computing Forums – VCF, Bergen, Norwegen. 13.12.2019