In collaboration with hospitals we try to investigate various topics in medicine by means of visualization or visual analytics. Due to the increasing amount of data generated by hospital information systems, visualization becomes successively more important. Extracting certain trends from such highly diverse data by suitable visual mappings is one of the primary goals of medical visualization. The data is usually acquired by computed tomography, magnetic resonance imaging or ultrasound. Currently, our research addresses the analysis of blood vessels such as the inspection of possible stenotic regions or their spatial arrangement as in the Circle of Willis. Furthermore, we investigate aneurysm classification and lesion detection as well as visualization. Another research area deals with realistic prenatal visualization of the fetus in-vivo and in real-time. Due to the high variability of medical imaging data, we further focus on high-level correction of segmentation defects.

Projects

Publications

116 Publications found:
Image Bib Reference Publication Type
2024
Iliari Schultes
Live Ambient Physicalization Interface for dynamic Data - LAMPI
 Bachelor Thesis
Daniel PahrORCID iD, Henry EhlersORCID iD, Hsiang-Yun WuORCID iD, Manuela WaldnerORCID iD, Renata RaidouORCID iD
Investigating the Effect of Operation Mode and Manifestation on Physicalizations of Dynamic Processes
Computer Graphics Forum, 43(3):e15106, June 2024. 		Journal Paper with Conference Talk
2023
Sebastian Antes
Visualizing the Human Visual Pathway
 Bachelor Thesis
Mark-Christian Bront
Stratification and Visualization of Hepatocellular Carcinoma Patients
 Bachelor Thesis
Niclas Arbesser-Rastburg
Visualizing the Flow of Healthcare Data
[thesis] 		Bachelor Thesis
Maath MuslehORCID iD, Ludvig Paul Muren, Laura Toussaint, Anne Vestergaard, Eduard GröllerORCID iD, Renata RaidouORCID iD
Uncertainty guidance in proton therapy planning visualization
Computers and Graphics, 111:166-179, February 2023. [Graphical Abstract] 		Journal Paper with Conference Talk
Philipp Hochhauser
X-ray Path Tracing for CT Imaging
[BA_thesis] [image] 		Bachelor Thesis
2022
Oliver Stritzel
Predicting and Communicating Outcome of COVID-19 Hospitalizations with Medical Image and Clinical Data
[Master thesis] 		Master Thesis
Magdalena Vogel
Prediction of Accelerated Knee Osteoarthritis Using a Convolutional Neural Network
[Master thesis] 		Master Thesis
Miran Jank
Cardiac blood flow visualization in marker-based augmented reality for educational purposes
 Bachelor Thesis
Ádam Böröndy, Katarína Furmanová, Renata RaidouORCID iD
Understanding the impact of statistical and machine learning choices on predictive models for radiotherapy.
In Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM2022), pages 65-69. September 2022.
[paper] 		Conference Paper
Caroline Magg, Renata RaidouORCID iD
Visual Analytics to Assess Deep Learning Models for Cross-Modal Brain Tumor Segmentation
In Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM 2022), pages 111-115. September 2022.
 Conference Paper
Oliver Stritzel, Renata RaidouORCID iD
Predicting, Analyzing and Communicating Outcomes of COVID-19 Hospitalizations with Medical Images and Clinical Data
In Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM2022)., pages 129-133. September 2022.
 Conference Paper
Sandra Ortega-Martorell, Patrick Riley, I Olier, Renata RaidouORCID iD, R Casana-Eslava, M Rea, L Shen, P.J. Lisboa, C Palmieri
Breast cancer patient characterisation and visualisation using deep learning and fisher information networks
Scientific Reports, 12, August 2022. 		Journal Paper (without talk)
Marwin SchindlerORCID iD, Thorsten Korpitsch, Renata RaidouORCID iD, Hsiang-Yun WuORCID iD
Nested Papercrafts for Anatomical and Biological Edutainment
Computer Graphics Forum, 41,3:541-553, June 2022. 		Journal Paper with Conference Talk
Tanja Eichner
Interactive Co-Registration for Multi-Modal Cancer Imaging Data based on Segmentation Masks
[Image] [Master Thesis] [Poster] 		Master Thesis
Hannah Clara Bayat
Multi-faceted Visual Analysis of Inter-Observer Variability
[Master thesis] 		Master Thesis
2021
Caroline Magg
Development and Visual Assessment of a Cross-Modal Brain Tumor Segmentation Pipeline
 Master Thesis
Lorenzo AmabiliORCID iD, Kuhu Gupta, Renata RaidouORCID iD
A Taxonomy-Driven Model for Designing Educational Games in Visualization
IEEE Computer Graphics and Applications, 41(6):71-79, October 2021. [] 		Journal Paper (without talk)
Christina Gillmann, Noeska Natasja Smit, Eduard GröllerORCID iD, Bernhard Preim, Anna Vilanova i BartroliORCID iD, Thomas Wischgoll
Ten Open Challenges in Medical Visualization
IEEE Computer Graphics and Applications, 41(5):7-15, October 2021. [] [Image] 		Journal Paper (without talk)
Caroline Magg, Laura Toussaint, Ludvig Paul Muren, Danny Indelicato, Renata RaidouORCID iD
Visual Assessment of Growth Prediction in Brain Structures after Pediatric Radiotherapy
In Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM2021)., pages 31-35. September 2021.
 Conference Paper
Daniel PahrORCID iD, Hsiang-Yun WuORCID iD, Renata RaidouORCID iD
Vologram: An Educational Holographic Sculpture for Volumetric Medical Data Physicalization
In Eurographics Workshop on Visual Computing for Biology and Medicine, pages 19-23. September 2021.
 Conference Paper
Katarína Furmanová, Ludvig Paul Muren, Oscar Casares-Magaz, Vitali Moiseenko, John P. Einck, Sara Pilskog, Renata RaidouORCID iD
PREVIS: Predictive visual analytics of anatomical variability for radiotherapy decision support
Computers and Graphics, 97:126-138, April 2021. [paper] 		Journal Paper (without talk)
Gabriel Mistelbauer, Anca Morar, Rüdiger Schernthaner, Andreas Strassl, Dominik Fleischmann, Florica Moldoveanu, Eduard GröllerORCID iD
Semi-automatic vessel detection for challenging cases of peripheral arterial disease
Computers in Biology and Medicine , 133:1-14, March 2021. [Image] [Paper] 		Journal Paper (without talk)
Aleksandr Amirkhanov
Visual Analysis of Defects
Supervisor: Eduard GröllerORCID iD
Duration: 2014 — 2021
 PhD-Thesis
Áron Samuel KovácsORCID iD
Unknown
Supervisor: Renata RaidouORCID iD
Duration: 2021 — 2024
 Ongoing PhD-Thesis
Maath MuslehORCID iD
Guided Visual Analytics for Decision-Making under Uncertainty
Supervisor: Renata RaidouORCID iD
Duration: 2021 — 2025
 Ongoing PhD-Thesis
Daniel PahrORCID iD
Unknown
Supervisor: Renata RaidouORCID iD
Duration: 2021 — 2024
 Ongoing PhD-Thesis
2020
Eduard GröllerORCID iD
Medicinae Notitia Visibilis Fac – Quo Vadis?, 29. October 2020, Salt Lake City, USA
 Invited Talk
Sebastian Mazza, Daniel Patel, Ivan ViolaORCID iD
Homomorphic-Encrypted Volume Rendering
IEEE Transactions on Visualization andComputer Graphics, 27:1-10, October 2020. [image] [Paper] 		Journal Paper with Conference Talk
Katarína Furmanová, Nicolas Grossmann, Ludvig Paul Muren, Oscar Casares-Magaz, Vitali Moiseenko, John P. Einck, Eduard GröllerORCID iD, Renata RaidouORCID iD
VAPOR: Visual Analytics for the Exploration of Pelvic Organ Variability in Radiotherapy
Computer & Graphics, 91:25-38, October 2020. 		Journal Paper (without talk)
Renata RaidouORCID iD, Eduard GröllerORCID iD, Hsiang-Yun WuORCID iD
Slice and Dice: A PhysicalizationWorkflow for Anatomical Edutainment
Computer Graphics Forum (CGF), x:1-12, October 2020. [example] [image] [paper] 		Journal Paper with Conference Talk
Marwin SchindlerORCID iD, Hsiang-Yun WuORCID iD, Renata RaidouORCID iD
The Anatomical Edutainer
In IEEE Vis Short Papers 2020, pages 1-5. October 2020.
[image] [paper preprint] 		Conference Paper
Renata RaidouORCID iD, Katarína Furmanová, Nicolas Grossmann, Oscar Casares-Magaz, Vitali Moiseenko, John P. Einck, Eduard GröllerORCID iD, Ludvig Paul Muren
Lessons Learnt from Developing Visual Analytics Applications for Adaptive Prostate Cancer Radiotherapy
In The Gap between Visualization Research and Visualization Software (VisGap) (2020), pages 1-8. May 2020.
 Conference Paper
Marwin SchindlerORCID iD
Anatomical Entertainer: Physical Visualization in a Medical Context
[Bachelor thesis] [image] 		Bachelor Thesis
Stefan Spelitz
BrainGait: Gait Event Detection and Visualization for Robotic Rehabilitation
[Master Thesis] 		Master Thesis
Aleksandar Djuric
Web-based visualization of classification and community detection in medical data
 Bachelor Thesis
Renata RaidouORCID iD, Barbora Kozlikova, Johanna BeyerORCID iD, Timo Ropinski, Issei Fujishiro
NII Shonan Meeting Report No. 167: Formalizing Biological and Medical Visualization
ISSN 2186-7437
 Miscellaneous Publication
2019
Johannes Weissenböck
Visual Analysis of Methods for Processing 3D X-ray Computed Tomography Data of Advanced Composites
Supervisor: Eduard GröllerORCID iD
[image] [PhD Thesis] 		PhD-Thesis
Nicolas Grossmann, Oscar Casares-Magaz, Ludvig Paul Muren, Vitali Moiseenko, John P. Einck, Eduard GröllerORCID iD, Renata RaidouORCID iD
Pelvis Runner: A Visual Analytics Tool for Pelvic Organ Variability Exploration in Prostate Cancer Cohorts
Poster shown at IEEE VIS VAST (20. October 2019-25. October 2019)
[poster] 		Poster
Nicolas Grossmann, Oscar Casares-Magaz, Ludvig Paul Muren, Vitali Moiseenko, John P. Einck, Eduard GröllerORCID iD, Renata RaidouORCID iD
Pelvis Runner: Visualizing Pelvic Organ Variability in a Cohort of Radiotherapy Patients
In Eurographics Workshop on Visual Computing for Biology and Medicine (2019), pages 69-78. September 2019.
 Conference Paper
Georg Bernold, Kresimir MatkovicORCID iD, Eduard GröllerORCID iD, Renata RaidouORCID iD
preha: Establishing Precision Rehabilitation with Visual Analytics
In Eurographics Workshop on Visual Computing for Biology and Medicine (2019), pages 79-89. September 2019.
 Conference Paper
Eric MörthORCID iD, Renata RaidouORCID iD, Ivan ViolaORCID iD, Noeska Natasja Smit
The Vitruvian Baby: Interactive Reformation of Fetal Ultrasound Data to a T-Position
Eurographics Workshop on Visual Computing for Biology and Medicine (2019), 9:201-205, September 2019. 		Journal Paper with Conference Talk
Haichao Miao
Geometric Abstraction for Effective Visualization and Modeling
Supervisor: Ivan ViolaORCID iD
 PhD-Thesis
Muhammad Mujahed Hainoun
Visualization of Data Flags in Table Lens Views to Improve the Readability of Metadata and the Tracking of Data Cleaning
[Bachelor Thesis] [image] 		Bachelor Thesis
Nicolas Grossmann
Pelvis Runner - Comparative Visualization of Anatomical Changes
[image] [Master thesis] [Poster] 		Master Thesis
Renata RaidouORCID iD
Visual Analytics for the Representation, Exploration and Analysis of High-Dimensional, Multi-Faceted Medical Data
In Biomedical Visualisation, pages 137-162, July 2019 		Article in a Book
Florian Ganglberger
From Neurons to Behavior: Visual Analytics Methods for Heterogeneous Spatial Big Brain Data
Supervisor: Eduard GröllerORCID iD
Duration: 2014 — 2019
[image] [PhD Thesis] 		PhD-Thesis
Matthias Schlachter, Renata RaidouORCID iD, Ludvig Paul Muren, Bernhard Preim, Katja BühlerORCID iD
State-of-the-Art Report: Visual Computing in Radiation Therapy Planning
Computer Graphics Forum, 3(38):753-779, June 2019. 		Journal Paper with Conference Talk
Georg Bernold
Establishing Precision Rehabilitation: Visual Analytics for predicting the outcome of personalized rehabilitation processes
 Master Thesis
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