Steffen Oeltze-Jafra

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 36

Top Topics

Automated Segmentation

Decision Support

Top Venues

IEEE Trans. Vis. Comput. Graph.

Int. J. Comput. Assist. Radiol. Surg.

Publications

Mohamed Yaseen Jabarulla, Steffen Oeltze-Jafra, Philipp Beerbaum, Theodor Uden
MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline. CoRR (2024)
Nicole Hechtel, Johanna Apfel-Starke, Sophia Köhler, Maikel Fradziak, Norman Schönfeld, Jens Steinmeyer, Steffen Oeltze-Jafra
Harmonisation of German Health Care Data Using the OMOP Common Data Model - A Practice Report. ICIMTH (2023)
Max Dünnwald, Philipp Ernst, Emrah Düzel, Klaus Tönnies, Matthew J. Betts, Andreas Nürnberger, Steffen Oeltze-Jafra
Deep Coordinate Regression for Weakly Supervised Segmentation of the Locus Coeruleus in MRI. CBMS (2023)
Mahmut Özmen, Mohamed Yaseen Jabarulla, Carl Robert Grabitz, Anette Melk, Elke Wühl, Steffen Oeltze-Jafra
Comparative Visualization of Longitudinal 24-hour Ambulatory Blood Pressure Measurements in Pediatric Patients with Chronic Kidney Disease. EuroVis (Posters) (2023)
Juliane Müller-Sielaff, Seyed Behnam Beladi, Stephanie W. Vrede, Monique Meuschke, Peter J. F. Lucas, Johanna M. A. Pijnenborg, Steffen Oeltze-Jafra
Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support. IEEE Trans. Vis. Comput. Graph. 29 (8) (2023)
Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder. CoRR (2022)
Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder. Comput. Biol. Medicine 149 (2022)
Alessandro Sciarra, Soumick Chatterjee, Max Dünnwald, Giuseppe Placidi, Andreas Nürnberger, Oliver Speck, Steffen Oeltze-Jafra
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images. CoRR (2022)
Kay Nieselt, Steffen Oeltze-Jafra, Thomas Schultz, Noeska N. Smit, Björn Sommer
Foreword. Comput. Graph. 108 (2022)
Laura Garrison, Juliane Müller, Stefanie Schreiber, Steffen Oeltze-Jafra, Helwig Hauser, Stefan Bruckner
DimLift: Interactive Hierarchical Data Exploration Through Dimensional Bundling. IEEE Trans. Vis. Comput. Graph. 27 (6) (2021)
Juliane Müller, Mario A. Cypko, Alexander Oeser, Matthaeus Stoehr, Veit Zebralla, Stefanie Schreiber, Susanne Wiegand, Andreas Dietz, Steffen Oeltze-Jafra
Visual Assistance in Clinical Decision Support. EuroVis (Dirk Bartz Prize) (2021)
Max Dünnwald, Philipp Ernst, Emrah Düzel, Klaus Tönnies, Matthew J. Betts, Steffen Oeltze-Jafra
Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinson's disease using neuromelanin-sensitive MRI. Int. J. Comput. Assist. Radiol. Surg. 16 (12) (2021)
Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Raghava Vinaykanth Mushunuri, Ranadheer Podishetti, Rajatha Nagaraja Rao, Geetha Doddapaneni Gopinath, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning. CoRR (2021)
Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Raghava Vinaykanth Mushunuri, Ranadheer Podishetti, Rajatha Nagaraja Rao, Geetha Doddapaneni Gopinath, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning. EUSIPCO (2021)
Anna Kleinau, Alex Mo, Juliane Muller-Siela, Johanna M. A. Pijnenborg, Peter J. F. Lucas, Steffen Oeltze-Jafra
User-Centered Development of a Clinical Decision Support System. SMARTERCARE@AI*IA (2021)
Max Dünnwald, Matthew J. Betts, Emrah Düzel, Steffen Oeltze-Jafra
Localization of the Locus Coeruleus in MRI via Coordinate Regression. Bildverarbeitung für die Medizin (2021)
Juliane Müller, Laura Garrison, Philipp Ulbrich, Stefanie Schreiber, Stefan Bruckner, Helwig Hauser, Steffen Oeltze-Jafra
Integrated Dual Analysis of Quantitative and Qualitative High-Dimensional Data. IEEE Trans. Vis. Comput. Graph. 27 (6) (2021)
Nastasja Steinhauer, Marc Hörbrugger, Andreas Dominik Braun, Thomas Tüting, Steffen Oeltze-Jafra, Juliane Müller
Comprehensive Visualization of Longitudinal Patient Data for the Dermatological Oncological Tumor Board. EuroVis (Short Papers) (2020)
Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Steffen Oeltze-Jafra, Andreas Nürnberger, Oliver Speck
Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning. CoRR (2020)
Max Dünnwald, Matthew J. Betts, Alessandro Sciarra, Emrah Düzel, Steffen Oeltze-Jafra
Automated Segmentation of the Locus Coeruleus from Neuromelanin-Sensitive 3T MRI Using Deep Convolutional Neural Networks. Bildverarbeitung für die Medizin (2020)
Juliane Müller, Matthaeus Stoehr, Alexander Oeser, Jan Gaebel, Marc Streit, Andreas Dietz, Steffen Oeltze-Jafra
A visual approach to explainable computerized clinical decision support. Comput. Graph. 91 (2020)
Jan Gaebel, Hans-Georg Wu, Alexander Oeser, Mario A. Cypko, Matthaeus Stoehr, Andreas Dietz, Thomas Neumuth, Stefan Franke, Steffen Oeltze-Jafra
Modeling and processing up-to-dateness of patient information in probabilistic therapy decision support. Artif. Intell. Medicine 104 (2020)
Monique Meuschke, Steffen Oeltze-Jafra, Oliver Beuing, Bernhard Preim, Kai Lawonn
Classification of Blood Flow Patterns in Cerebral Aneurysms. IEEE Trans. Vis. Comput. Graph. 25 (7) (2019)
Juliane Müller, Veit Zebralla, Susanne Wiegand, Steffen Oeltze-Jafra
Interactive Visual Analysis of Patient-Reported Outcomes for Improved Cancer Aftercare. EuroVA@EuroVis (2019)
Steffen Oeltze-Jafra, Monique Meuschke, Mathias Neugebauer, Sylvia Saalfeld, Kai Lawonn, Gábor Janiga, Hans-Christian Hege, Stefan Zachow, Bernhard Preim
Generation and Visual Exploration of Medical Flow Data: Survey, Research Trends and Future Challenges. Comput. Graph. Forum 38 (1) (2019)
Florian Dubost, Max Dünnwald, Denver Huff, Vincent Scheumann, Frank Schreiber, Meike W. Vernooij, Wiro J. Niessen, Martin Skalej, Stefanie Schreiber, Steffen Oeltze-Jafra, Marleen de Bruijne
Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites. OR/MLCN@MICCAI (2019)
Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou
Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. CBMS (2018)
Alexander Oeser, Jan Gaebel, Andreas Dietz, Susanne Wiegand, Steffen Oeltze-Jafra
Information architecture for a patient-specific dashboard in head and neck tumor boards. Int. J. Comput. Assist. Radiol. Surg. 13 (8) (2018)
Jan Gaebel, Erik Schreiber, Alexander Oeser, Steffen Oeltze-Jafra
Modular Architecture for Integrated Model-Based Decision Support. eHealth (2018)
Mario A. Cypko, Matthaeus Stoehr, Steffen Oeltze-Jafra, Andreas Dietz, Heinz U. Lemke
A Guide for Constructing Bayesian Network Graphs of Cancer Treatment Decisions. MedInfo (2017)
Mario A. Cypko, Jan Wojdziak, Matthaeus Stoehr, Bettina Kirchner, Bernhard Preim, Andreas Dietz, Heinz U. Lemke, Steffen Oeltze-Jafra
Visual Verification of Cancer Staging for Therapy Decision Support. Comput. Graph. Forum 36 (3) (2017)
Patrick Saalfeld, Steffen Oeltze-Jafra, Sylvia Saalfeld, Uta Preim, Oliver Beuing, Bernhard Preim
Sketching and Annotating Vascular Structures to Support Medical Teaching, Treatment Planning and Patient Education. Eurographics (Dirk Bartz Prize) (2017)
Jan Gaebel, Mario A. Cypko, Steffen Oeltze-Jafra
Considering Information Up-to-Dateness to Increase the Accuracy of Therapy Decision Support Systems. GMDS (2017)
Jan Gaebel, Mario A. Cypko, Steffen Oeltze-Jafra
Towards the Consideration of Diagnostic Delay in Model-Based Clinical Decision Support. MedInfo (2017)
Steffen Oeltze-Jafra, Juan R. Cebral, Gábor Janiga, Bernhard Preim
Cluster Analysis of Vortical Flow in Simulations of Cerebral Aneurysm Hemodynamics. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Patrick Saalfeld, Aleksandar Stojnic, Bernhard Preim, Steffen Oeltze-Jafra
Semi-Immersive 3D Sketching of Vascular Structures for Medical Education. VCBM/MedViz (2016)
Paul Klemm, Steffen Oeltze-Jafra, Kai Lawonn, Katrin Hegenscheid, Henry Völzke, Bernhard Preim
Interactive Visual Analysis of Image-Centric Cohort Study Data. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Steffen Oeltze-Jafra, Bernhard Preim
Survey of Labeling Techniques in Medical Visualizations. VCBM (2014)
Steffen Oeltze-Jafra, Franz Pieper, Reyk Hillert, Bernhard Preim, Walter Schubert
Interactive Labeling of Toponome Data. VCBM (2014)