Steffen Oeltze-Jafra

53 papers A 1B 3Journal 22Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Auto-nnU-Net: Towards Automated Medical Image Segmentation. AutoML Jannis Becktepe, Leona Hennig, Steffen Oeltze-Jafra, Marius Lindauer
2025	J	`jnl`	Auto-nnU-Net: Towards Automated Medical Image Segmentation. CoRR Jannis Becktepe, Leona Hennig, Steffen Oeltze-Jafra, Marius Lindauer
2025	—	`conf`	DualPath-FFNet - Dynamic Fusion of Pre-trained Features with Sigmoid-gated Attention for Improved Medical Image Segmentation. Bildverarbeitung für die Medizin Sadat H. Chowdhury, Mohamed Yaseen Jabarulla, Hinrich B. Winther, Steffen Oeltze-Jafra
2025	B	`conf`	MedBlock-Bot: A Blockchain-Enabled RAG System for Providing Feedback to Large Language Models Accessing Pediatric Clinical Guidelines. CBMS Mohamed Yaseen Jabarulla, Steffen Oeltze-Jafra, Philipp Beerbaum, Theodor Uden
2025	—	`conf`	The P4D Dashboard: A Platform for Monitoring Clinical Studies. MedInfo Hamidreza Maharlou, Elischa Krause, Fabian Müntefering, Jan Voges, Antoine Weihs, Michael Lucht, Hans Jörgen Grabe, Iris Pollmann, Franz-Josef Müller, Heike Weber, Steffen Oeltze-Jafra
2025	A	`conf`	Using Photon-Counting CT Images for Lung Nodule Classification. WSDM Leonie Basso, Zahra Ahmadi, Steffen Oeltze-Jafra, Eike Petersen, Hoen-oh Shin, Andrea Schenk
2024	J	`jnl`	Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning. CoRR Mohamed Yaseen Jabarulla, Theodor Uden, Thomas Jack, Philipp Beerbaum, Steffen Oeltze-Jafra
2024	J	`jnl`	Beyond Nyquist: A Comparative Analysis of 3D Deep Learning Models Enhancing MRI Resolution. J. Imaging Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Anitha Bhat Talagini Ashoka, Mayura Gurjar Cheepinahalli Vasudeva, Shudarsan Saravanan, Venkatesh Thirugnana Sambandham, Pavan Tummala, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
2024	—	`conf`	Cooperative Design of a Dashboard for Monitoring the P4D Cohort Study on Major Depression. EuroVis (Posters) Hamidreza Maharlou, Nicole Bössel-Debbert, Michael Lucht, Hannah B. Maier, Stefanie Mücke, Fabian Müntefering, Barbara Neuhaus, Jana Prokein, Christine Reif-Leonhard, Jan Voges, Heike Weber, Antoine Weihs, Helge Frieling, Steffen Oeltze-Jafra
2024	—	`conf`	MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline. EMBC Mohamed Yaseen Jabarulla, Steffen Oeltze-Jafra, Philipp Beerbaum, Theodor Uden
2024	J	`jnl`	MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline. CoRR Mohamed Yaseen Jabarulla, Steffen Oeltze-Jafra, Philipp Beerbaum, Theodor Uden
2023	—	`conf`	Comparative Visualization of Longitudinal 24-hour Ambulatory Blood Pressure Measurements in Pediatric Patients with Chronic Kidney Disease. EuroVis (Posters) Mahmut Özmen, Mohamed Yaseen Jabarulla, Carl Robert Grabitz, Anette Melk, Elke Wühl, Steffen Oeltze-Jafra
2023	B	`conf`	Deep Coordinate Regression for Weakly Supervised Segmentation of the Locus Coeruleus in MRI. CBMS Max Dünnwald, Philipp Ernst, Emrah Düzel, Klaus Tönnies, Matthew J. Betts, Andreas Nürnberger, Steffen Oeltze-Jafra
2023	—	`conf`	Harmonisation of German Health Care Data Using the OMOP Common Data Model - A Practice Report. ICIMTH Nicole Hechtel, Johanna Apfel-Starke, Sophia Köhler, Maikel Fradziak, Norman Schönfeld, Jens Steinmeyer, Steffen Oeltze-Jafra
2023	J	`jnl`	Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support. IEEE Trans. Vis. Comput. Graph. Juliane Müller-Sielaff, Seyed Behnam Beladi, Stephanie W. Vrede, Monique Meuschke, Peter J. F. Lucas, Johanna M. A. Pijnenborg, Steffen Oeltze-Jafra
2022	J	`jnl`	Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images. CoRR Alessandro Sciarra, Soumick Chatterjee, Max Dünnwald, Giuseppe Placidi, Andreas Nürnberger, Oliver Speck, Steffen Oeltze-Jafra
2022	J	`jnl`	Foreword. Comput. Graph. Kay Nieselt, Steffen Oeltze-Jafra, Thomas Schultz, Noeska N. Smit, Björn Sommer
2022	J	`jnl`	StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder. CoRR Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
2022	J	`jnl`	StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder. Comput. Biol. Medicine Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
2021	—	`ed.`	11th Eurographics Workshop on Visual Computing for Biology and Medicine, VCBM 2021, Paris, France, September 22-24, 2021 VCBM Steffen Oeltze-Jafra, Noeska N. Smit, Björn Sommer, Kay Nieselt, Thomas Schultz
2021	J	`jnl`	DimLift: Interactive Hierarchical Data Exploration Through Dimensional Bundling. IEEE Trans. Vis. Comput. Graph. Laura A. Garrison, Juliane Müller, Stefanie Schreiber, Steffen Oeltze-Jafra, Helwig Hauser, Stefan Bruckner
2021	J	`jnl`	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. Max Dünnwald, Philipp Ernst, Emrah Düzel, Klaus Tönnies, Matthew J. Betts, Steffen Oeltze-Jafra
2021	J	`jnl`	Integrated Dual Analysis of Quantitative and Qualitative High-Dimensional Data. IEEE Trans. Vis. Comput. Graph. Juliane Müller, Laura A. Garrison, Philipp Ulbrich, Stefanie Schreiber, Stefan Bruckner, Helwig Hauser, Steffen Oeltze-Jafra
2021	—	`conf`	Localization of the Locus Coeruleus in MRI via Coordinate Regression. Bildverarbeitung für die Medizin Max Dünnwald, Matthew J. Betts, Emrah Düzel, Steffen Oeltze-Jafra
2021	—	`conf`	ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning. EUSIPCO Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Raghava Vinaykanth Mushunuri, Ranadheer Podishetti, Rajatha Nagaraja Rao, Geetha Doddapaneni Gopinath, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
2021	J	`jnl`	ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning. CoRR Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Raghava Vinaykanth Mushunuri, Ranadheer Podishetti, Rajatha Nagaraja Rao, Geetha Doddapaneni Gopinath, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
2021	—	`conf`	User-Centered Development of a Clinical Decision Support System. SMARTERCARE@AI*IA Anna Kleinau, Alex Mo, Juliane Müller-Sielaff, Johanna M. A. Pijnenborg, Peter J. F. Lucas, Steffen Oeltze-Jafra
2021	—	`conf`	Visual Assistance in Clinical Decision Support. EuroVis (Dirk Bartz Prize) Juliane Müller, Mario A. Cypko, Alexander Oeser, Matthaeus Stoehr, Veit Zebralla, Stefanie Schreiber, Susanne Wiegand, Andreas Dietz, Steffen Oeltze-Jafra
2020	J	`jnl`	A visual approach to explainable computerized clinical decision support. Comput. Graph. Juliane Müller, Matthaeus Stoehr, Alexander Oeser, Jan Gaebel, Marc Streit, Andreas Dietz, Steffen Oeltze-Jafra
2020	—	`conf`	Automated Segmentation of the Locus Coeruleus from Neuromelanin-Sensitive 3T MRI Using Deep Convolutional Neural Networks. Bildverarbeitung für die Medizin Max Dünnwald, Matthew J. Betts, Alessandro Sciarra, Emrah Düzel, Steffen Oeltze-Jafra
2020	—	`conf`	Comprehensive Visualization of Longitudinal Patient Data for the Dermatological Oncological Tumor Board. EuroVis (Short Papers) Nastasja Steinhauer, Marc Hörbrugger, Andreas Dominik Braun, Thomas Tüting, Steffen Oeltze-Jafra, Juliane Müller
2020	J	`jnl`	Modeling and processing up-to-dateness of patient information in probabilistic therapy decision support. Artif. Intell. Medicine Jan Gaebel, Hans-Georg Wu, Alexander Oeser, Mario A. Cypko, Matthaeus Stoehr, Andreas Dietz, Thomas Neumuth, Stefan Franke, Steffen Oeltze-Jafra
2020	J	`jnl`	Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning. CoRR Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Steffen Oeltze-Jafra, Andreas Nürnberger, Oliver Speck
2019	—	`ed.`	40th Annual Conference of the European Association for Computer Graphics, Eurographics 2019 - Dirk Bartz Prize, Genoa, Italy, May 6-10, 2019 Eurographics (Dirk Bartz Prize) Stefan Bruckner, Steffen Oeltze-Jafra
2019	—	`conf`	Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites. OR/MLCN@MICCAI 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
2019	J	`jnl`	Classification of Blood Flow Patterns in Cerebral Aneurysms. IEEE Trans. Vis. Comput. Graph. Monique Meuschke, Steffen Oeltze-Jafra, Oliver Beuing, Bernhard Preim, Kai Lawonn
2019	J	`jnl`	Generation and Visual Exploration of Medical Flow Data: Survey, Research Trends and Future Challenges. Comput. Graph. Forum Steffen Oeltze-Jafra, Monique Meuschke, Mathias Neugebauer, Sylvia Saalfeld, Kai Lawonn, Gábor Janiga, Hans-Christian Hege, Stefan Zachow, Bernhard Preim
2019	—	`conf`	Interactive Visual Analysis of Patient-Reported Outcomes for Improved Cancer Aftercare. EuroVA@EuroVis Juliane Müller, Veit Zebralla, Susanne Wiegand, Steffen Oeltze-Jafra
2018	B	`conf`	Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. CBMS Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou
2018	—	`ch.`	Immersive Analytics Applications in Life and Health Sciences. Immersive Analytics Tobias Czauderna, Jason Haga, Jinman Kim, Matthias Klapperstück, Karsten Klein, Torsten W. Kuhlen, Steffen Oeltze-Jafra, Björn Sommer, Falk Schreiber
2018	J	`jnl`	Information architecture for a patient-specific dashboard in head and neck tumor boards. Int. J. Comput. Assist. Radiol. Surg. Alexander Oeser, Jan Gaebel, Andreas Dietz, Susanne Wiegand, Steffen Oeltze-Jafra
2018	—	`conf`	Modular Architecture for Integrated Model-Based Decision Support. eHealth Jan Gaebel, Erik Schreiber, Alexander Oeser, Steffen Oeltze-Jafra
2017	—	`conf`	A Guide for Constructing Bayesian Network Graphs of Cancer Treatment Decisions. MedInfo Mario A. Cypko, Matthaeus Stoehr, Steffen Oeltze-Jafra, Andreas Dietz, Heinz U. Lemke
2017	—	`conf`	Considering Information Up-to-Dateness to Increase the Accuracy of Therapy Decision Support Systems. GMDS Jan Gaebel, Mario A. Cypko, Steffen Oeltze-Jafra
2017	—	`conf`	Sketching and Annotating Vascular Structures to Support Medical Teaching, Treatment Planning and Patient Education. Eurographics (Dirk Bartz Prize) Patrick Saalfeld, Steffen Oeltze-Jafra, Sylvia Saalfeld, Uta Preim, Oliver Beuing, Bernhard Preim
2017	—	`conf`	Towards the Consideration of Diagnostic Delay in Model-Based Clinical Decision Support. MedInfo Jan Gaebel, Mario A. Cypko, Steffen Oeltze-Jafra
2017	J	`jnl`	Visual Verification of Cancer Staging for Therapy Decision Support. Comput. Graph. Forum Mario A. Cypko, Jan Wojdziak, Matthaeus Stoehr, Bettina Kirchner, Bernhard Preim, Andreas Dietz, Heinz U. Lemke, Steffen Oeltze-Jafra
2016	J	`jnl`	Cluster Analysis of Vortical Flow in Simulations of Cerebral Aneurysm Hemodynamics. IEEE Trans. Vis. Comput. Graph. Steffen Oeltze-Jafra, Juan R. Cebral, Gábor Janiga, Bernhard Preim
2016	—	`conf`	Semi-Immersive 3D Sketching of Vascular Structures for Medical Education. VCBM/MedViz Patrick Saalfeld, Aleksandar Stojnic, Bernhard Preim, Steffen Oeltze-Jafra
2016	—	`—`	Visual analytics of medical and biological data Steffen Oeltze-Jafra
2014	—	`conf`	Interactive Labeling of Toponome Data. VCBM Steffen Oeltze-Jafra, Franz Pieper, Reyk Hillert, Bernhard Preim, Walter Schubert
2014	J	`jnl`	Interactive Visual Analysis of Image-Centric Cohort Study Data. IEEE Trans. Vis. Comput. Graph. Paul Klemm, Steffen Oeltze-Jafra, Kai Lawonn, Katrin Hegenscheid, Henry Völzke, Bernhard Preim
2014	—	`conf`	Survey of Labeling Techniques in Medical Visualizations. VCBM Steffen Oeltze-Jafra, Bernhard Preim