| 2025 | ICCV | Unsupervised Abnormality Segmentation in Chest CT with Anatomy-Guided Latent Diffusion Model and Adaptive Thresholding. | Xueqi Guo, Yoshihisa Shinagawa, Sepehr Farhand, Halid Ziya Yerebakan, Kritika Iyer, Matthias Wolf, Gerardo Hermosillo Valadez |
| 2025 | MICCAI | Federated and Continual Learning of AI Models from Routine Clinical Data Under Privacy Constraints. | Varghese Alex Kollerathu, Vineet Vinay Bhombore, Rahul Ramesh, Abhinandan Tejani, Matthias Wolf, Gerardo Hermosillo Valadez |
| 2021 | HRI | Exoskeletons in the Supermarket: Influences of Comfort, Strain Relief and Task-Technology Fit on Retail Workers' Post-Trial Intention to Use. | Sandra Maria Siedl, Matthias Wolf, Martina Mara |
| 2021 | SOFSEM | The Complexity of Flow Expansion and Electrical Flow Expansion. | Dorothea Wagner, Matthias Wolf |
| 2019 | ESA | Engineering Negative Cycle Canceling for Wind Farm Cabling. | Sascha Gritzbach, Torsten Ueckerdt, Dorothea Wagner, Franziska Wegner, Matthias Wolf |
| 2015 | CLUSTER | Scaling Data Intensive Physics Applications to 10k Cores on Non-dedicated Clusters with Lobster. | Anna Woodard, Matthias Wolf, Charles Mueller, Nil Valls, Ben Tovar, Patrick Donnelly, Peter Ivie, Kenyi Hurtado Anampa, Paul R. Brenner, Douglas Thain, Kevin Lannon, Michael D. Hildreth |
| 2014 | CCGRID | Opportunistic High Energy Physics Computing in User Space with Parrot. | Dillon Skeehan, Paul R. Brenner, Ben Tovar, Douglas Thain, Nil Valls, Anna Woodard, Matthias Wolf, T. Pearson, S. Lynch, Kevin Lannon |
| 2013 | MICCAI | Computer Aided Diagnosis Using Multilevel Image Features on Large-Scale Evaluation. | Le Lu, Pandu R. Devarakota, Siddharth Vikal, Dijia Wu, Yefeng Zheng, Matthias Wolf |
| 2013 | MICCAI | A New Algorithm of Electronic Cleansing for Weak Faecal-Tagging CT Colonography. | Le Lu, Bing Jian, Dijia Wu, Matthias Wolf |
| 2011 | CVPR | AdaBoost on low-rank PSD matrices for metric learning. | Jinbo Bi, Dijia Wu, Le Lu, Meizhu Liu, Yimo Tao, Matthias Wolf |
| 2011 | CVPR | Effective 3D object detection and regression using probabilistic segmentation features in CT images. | Le Lu, Jinbo Bi, Matthias Wolf, Marcos Salganicoff |
| 2011 | MICCAI | Robust Large Scale Prone-Supine Polyp Matching Using Local Features: A Metric Learning Approach. | Meizhu Liu, Le Lu, Jinbo Bi, Vikas C. Raykar, Matthias Wolf, Marcos Salganicoff |
| 2010 | MICCAI | Correcting Misalignment of Automatic 3D Detection by Classification: Ileo-Cecal Valve False Positive Reduction in CT Colonography. | Le Lu, Matthias Wolf, Jinbo Bi, Marcos Salganicoff |
| 2009 | MICCAI | A Two-Level Approach Towards Semantic Colon Segmentation: Removing Extra-Colonic Findings. | Le Lu, Matthias Wolf, Jianming Liang, Murat Dundar, Jinbo Bi, Marcos Salganicoff |
| 2008 | CVPR | Accurate polyp segmentation for 3D CT colongraphy using multi-staged probabilistic binary learning and compositional model. | Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Marcos Salganicoff, Dorin Comaniciu |
| 2008 | ECCV | Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography. | Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Luca Bogoni, Marcos Salganicoff, Dorin Comaniciu |
| 2008 | ICML | Polyhedral classifier for target detection: a case study: colorectal cancer. | Murat Dundar, Matthias Wolf, Sarang Lakare, Marcos Salganicoff, Vikas C. Raykar |
| 2007 | MICCAI | A New Method for Spherical Object Detection and Its Application to Computer Aided Detection of Pulmonary Nodules in CT Images. | Xiangwei Zhang, Jonathan Stoeckel, Matthias Wolf, Pascal Cathier, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka |
| 2002 | MVA | Automated Calculation of Retinal Arteriovenous Ratio for Detection and Monitoring of Cerebrovascular Disease Based on Assessment of Morphological Changes of Retinal Vascular System. | Radim Chrstek, Matthias Wolf, Klaus Donath, Heinrich Niemann, Georg Michelson |
| 2001 | MICCAI | Remote Analysis for Brain Shift Compensation. | Peter Hastreiter, Klaus Engel, Grzegorz Soza, Michael Bauer, Matthias Wolf, Oliver Ganslandt, Rudolf Fahlbusch, Gnther Greiner, Thomas Ertl, Christopher Nimsky |
| 2000 | MVA | Automatic Transfer of Pre-Operation fMRI Markers into Intra-Operation MR-Images for Updating Functional Neuronavigation. | Matthias Wolf, T. Vogel, Peter Weierich, Christopher Nimsky, Heinrich Niemann |
| 1998 | IROS | INSERVUM-a retargetable, intelligent, video-based observation system for service robots. | Matthias Wolf, P. Mossner, Tobias Hanning, Georg Pisinger, Peter Weierich, Heinrich Niemann |
| 1997 | ICDAR | Form--Based Localization of the Destination Address Block on Complex Envelopes. | Matthias Wolf, Heinrich Niemann |
| 1997 | ICDAR | Fast Address Block Location on Handwritten and Machine Printed Mail--piece Images. | Matthias Wolf, Heinrich Niemann, W. Schmidt |
| 1993 | CAIP | Object-Oriented Volume Segmentation. | Dietrich Paulus, Matthias Wolf |