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Customers and Partnerships

Academic Cooperations

Pattern Recognition Lab

Computer Science Department (University Erlangen-Nuremberg)
Martensstr. 3
91058 Erlangen

Hochschule für angewandte Wissenschaften Würzburg-Schweinfurt

Faculty of Computer Science and Business Infomatics
Sanderheinrichsleitenweg 20
97074 Würzburg

Clinical Cooperations

Department of Radiology

University Hospital
Maximiliansplatz 2
91054 Erlangen

University Tübingen - Department of Preclinical Imaging and Radiopharmacy

Clinic of Radiology
Röntgenweg 13
72076 Tübingen

Preclinical Imaging Center Erlangen (PIPE)

University Hospital
Maximiliansplatz 2
91054 Erlangen

Research Grants

German Federal Ministry of Education and Research (BMBF)

Joint Research Project:
Diagnose und Therapie des hepatozellulären Karzinoms (HCC) unter Einbeziehung von Omics-Methoden

German Federal Ministry of Education and Research (BMBF)

Molekulare Bildgebung in der MedizinVerbundprojekt:
Angiogenese - Targeting für Diagnose und Therapie - MoBiMed

Publications

The following list shows an excerpt of our publications in the field of medical image processing. Several peer reviewed journal articles and contributions in international top conferences underline the novelty of the acquired results for the medical imaging community.

A Gauss-Seidel Iteration Scheme for Reference-Free 3-D Histological Image Reconstruction:                                                                                         

Gaffling, Simone; Daum, Volker; Steidl, Stefan; Maier, Andreas; Köstler, Harald; Hornegger, Joachim, A Gauss-Seidel Iteration Scheme for Reference-Free 3-D Histological Image ReconstructionIEEE Transactions on Medical Imaging, vol. 34, no. 2, pp. 514-530, 2015

Toward Automatic Detection of Vessel Stenoses in Cerebral 3D DSA Volumes:
Mualla, Firas; Prümmer, Marcus; Hahn, Dieter; Hornegger, Joachim, Toward Automatic Detection of Vessel Stenoses in Cerebral 3D DSA Volumes, Physics in Medicine and Biology, vol. 57, no. 9, pp. 2555-2573, 2012.

Computer-aided evaluation of the anatomical accuracy of hybrid SPECT/spiral-CT imaging of lesions localized in the neck and upper abdomen:
Bennewitz, Christian; Kuwert, Torsten; Han, Jingfeng; Ritt, Philipp; Hahn, Dieter; Thimister, Willie; Hornegger, Joachim; Uder, Michael; Schmidt, Daniela. Computer-aided evaluation of the anatomical accuracy of hybrid SPECT/spiral-CT imaging of lesions localized in the neck and upper abdomen. Nuclear Medicine Communications. 33(11):1153-1159, November 2012.

Anatomical Accuracy of Abdominal Lesion Localization:
Kiefer, Alexander; Kuwert, Torsten; Hahn, Dieter; Hornegger, Joachim; Uder, Michael; Ritt, Philipp. Anatomical Accuracy of Abdominal Lesion Localization. Nuklearmedizin 50 (2011) No. 4 pp. 141-173

Interventional 4D motion estimation and reconstruction of cardiac vasculature without motion periodicity assumption:
Rohkohl, Christopher; Lauritsch, Günter; Biller, Lisa; Prümmer, Marcus; Boese, Jan; Hornegger, Joachim, Interventional 4D motion estimation and reconstruction of cardiac vasculature without motion periodicity assumption, Medical Image Analysis, vol. 14, no. 5, pp. 687-694, 2010.

Automatic Parameter Selection for Multi-Modal Image Registration:
Hahn, Dieter; Daum, Volker; Hornegger, Joachim. Automatic Parameter Selection for Multi-Modal Image Registration. In: IEEE Transactions on Medical Imaging 29 (2010) No. 5 pp. 1140-1155

Cardiac C-arm CT: a unified framework for motion estimation and dynamic CT:
Prümmer, Marcus; Hornegger, Joachim. Cardiac C-arm CT: a unified framework for motion estimation and dynamic CT. In: IEEE Transactions on Medical Imaging 28 (2009) No. 11 pp. 1836-49

Segmentation of kidneys using a new active shape model generation technique based on non-rigid image registration:
Spiegel, Martin; Hahn, Dieter; Daum, Volker; Wasza, Jakob; Hornegger, Joachim. Segmentation of kidneys using a new active shape model generation technique based on non-rigid image registration. In: Computerized Medical Imaging and Graphics 33 (2009) No. 1 pp. 29-39

Quantification of Thyroid Volume Using 3-D Ultrasound Imaging:
Kollorz, Eva; Hahn, Dieter; Linke, Rainer; Goecke, Tamme; Hornegger, Joachim; Kuwert, Torsten. Quantification of Thyroid Volume Using 3-D Ultrasound Imaging. In: IEEE Transactions on Medical Imaging 27 (2008) No. 4 pp. 457-466

Semiautomatic Level-Set Based Segmentation and Stenosis Quantification of the Internal Carotid Artery in 3D CTA Data Sets:
Scherl, Holger; Hornegger, Joachim; Prümmer, Marcus; Lell, Michael. Semiautomatic Level-Set Based Segmentation and Stenosis Quantification of the Internal Carotid Artery in 3D CTA Data Sets. In: Medical Image Analysis 11 (2007) No. 1 pp. 21-34

Regression Forest-Based Organ Detection in Normalized PET Images:
Fischer, Peter; Daum, Volker; Hahn, Dieter; Prümmer, Marcus; Hornegger, Joachim, Regression Forest-Based Organ Detection in Normalized PET Images, Bildverarbeitung für die Medizin 2014, Aachen, 18.03.2014, pp. 384-389, 2014.

Efficient Non-rigid Registration Algorithm Guided by Landmarks and Principle Components of a Deformation Field:

Eckl, Jutta; Daum, Volker; Hornegger, Joachim; Pohl, Kilian, Efficient Non-rigid Registration Algorithm Guided by Landmarks and Principle Components of a Deformation Field, International Symposium on Biomedical Imaging, Barcelona, 02.05.2012, pp. 704-707, 2012

Landmark-constrained 3-D Histological Imaging: A Morphology-preserving Approach:

Graffling, Simone, Daum, Volker, Hornegger, Joachim, Landmark-constrained 3-D Histological Imaging: A Morphology-preserving Approach, VMV 2011: Vision, Modeling & Visualization (16th International Workshop on Vision, Modeling and Visualization 2011), Berlin, 04-06.10.2011, pp. 309-316, 2011, ISBN 978-3-905673-85-2 

4D motion animation of coronary arteries from rotational angiography:
Holub, Wolfgang; Rohkohl, Christopher; Schuldhaus, Dominik; Prümmer, Marcus; Lauritsch, Günter; Hornegger, Joachim, 4D motion animation of coronary arteries from rotational angiography Proc. SPIE 7964 (Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling), Lake Buena Vista, Florida, USA, February, vol. 7964, pp. 79641S, 2011.

Hardware-unabhängige Beschleunigung von Medizinischer Bildverarbeitung mit OpenCL:
Siegl, Christian; Hofmann, Hannes; Keck, Benjamin; Prümmer, Marcus; Hornegger, Joachim, Hardware-unabhängige Beschleunigung von Medizinischer Bildverarbeitung mit OpenCL Bildverarbeitung für die Medizin 2011, Lübeck, 20 - 22 März 2011, pp. 449-453, 2011, ISBN 978-3-642-19335-4.

OpenCL, a Viable Solution for High-performance Medical Image Reconstruction?:
Siegl, Christian; Hofmann, Hannes; Keck, Benjamin; Prümmer, Marcus; Hornegger, Joachim, OpenCL, a Viable Solution for High-performance Medical Image Reconstruction? Proceedings of SPIE (Medical Imaging 2011: Physics of Medical Imaging), Lake Buena Vista, Florida, USA, 12 - 17 Feb 2011, vol. 7961, pp. 79612Q, 2011.

High-Density Object Removal from Projection Images using Low-Frequency-Based Object Masking:
Schwemmer, Chris; Prümmer, Marcus; Daum, Volker; Hornegger, Joachim, High-Density Object Removal from Projection Images using Low-Frequency-Based Object Masking Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme - Anwendungen (Bildverarbeitung für die Medizin 2010), Aachen, 14.-16.3.2010, pp. 365-369, 2010, ISBN 978-3-642-11967-5.

Non-Rigid Registration to Capture Optic Nerve Head Variability:
Paulus, Jan; Bock, Rüdiger; Daum, Volker; Hornegger, Joachim. Non-Rigid Registration to Capture Optic Nerve Head Variability In: Bildverarbeitung für die Medizin, Heidelberg, 2010, pp. 221-225

Data-Driven Density Estimation applied to SPECT Subtraction Imaging for Epilepsy Diagnosis:
Hahn, Dieter; Daum, Volker; Hornegger, Joachim; Kuwert, Torsten. Data-Driven Density Estimation applied to SPECT Subtraction Imaging for Epilepsy Diagnosis. In: Proceedings of the MICCAI Workshop on Probabilistic Models For Medical Image Analysis - MICCAI 2009, London, UK, 2009, pp. 115-126

PCA Regularized Nonrigid Registration for PET/MRI Attenuation Correction:
Daum, Volker; Hahn, Dieter; Hornegger, Joachim; Kuwert, Torsten. PCA Regularized Nonrigid Registration for PET/MRI Attenuation Correction. In: Proceedings of the MICCAI Workshop on Probabilistic Models For Medical Image Analysis - MICCAI 2009, London, UK, 2009, pp. 127-138

Interpolation of Histological Slices by Means of Non-rigid Registration:
Gaffling, Simone; Jäger, Florian; Daum, Volker; Tauchi, Miyuki; Lütjen-Drecoll, Elke. Interpolation of Histological Slices by Means of Non-rigid Registration In: Bildverarbeitung für die Medizin, Berlin, 2009, pp. 267-271

3D-Reconstruction in the Presence of Motion:
Prümmer, Marcus; Hornegger, Joachim. 3D-Reconstruction in the Presence of Motion. In: Proceedings of the 4th Russian-Bavarian Conference on Biomedical Engineering, Moscow, Russia, 2008, pp. 9-13

A Nonlinear Projection Scheme for Fast Rigid Registration:
Daum, Volker; Hahn, Dieter; Hornegger, Joachim. A Nonlinear Projection Scheme for Fast Rigid Registration. In: IEEE Nuclear Science Symposium and Medical Imaging Conference Record, Honolulu, USA, 2007, pp. 4022-4026

Difference Imaging of Inter- and Intra-Ictal SPECT Images for the Localization of Seizure Onset in Epilepsy:
Hahn, Dieter; Daum, Volker; Hornegger, Joachim; Bautz, Werner; Kuwert, Torsten. Difference Imaging of Inter- and Intra-Ictal SPECT Images for the Localization of Seizure Onset in Epilepsy. In: IEEE Nuclear Science Symposium and Medical Imaging Conference Record, Honolulu, USA, 2007, pp. 4331-4335

Comparison of Differences between Intra- and Inter-Ictal SPECT Images with MRI using Registration Techniques:
Hahn, Dieter; Daum, Volker; Hornegger, Joachim; Kuwert, Torsten. Comparison of Differences between Intra- and Inter-Ictal SPECT Images with MRI using Registration Techniques. In: Deutsche Gesellschaft für Nuklearmedizin (DGN), Hannover, Germany, 2007, pp. A59

Quantitative Measurement of Kidney and Cyst Sizes in Patients with Autosomal Dominant Polycystic Kidney Disease (ADPKD):
Daum, Volker; Helbig, Holger; Janka, Rolf; Eckardt, Kai-Uwe; Zeltner, Raoul. Quantitative Measurement of Kidney and Cyst Sizes in Patients with Autosomal Dominant Polycystic Kidney Disease (ADPKD). In: 3rd Russian-Bavarian Conference on Biomedical Engineering, Erlangen, Germany, 2007, Vol. 1, pp. 111-115

Cardiac C-arm CT: 4D non-model based heart motion estimation and its application:
Prümmer, Marcus; Fahrig, R.; Wigström, L.; Boese, J.; Lauritsch, G.; Strobel, N.; Hornegger, Joachim. Cardiac C-arm CT: 4D non-model based heart motion estimation and its application. In: Proceedings of the SPIE on Medical Imaging, San Diego, USA, Vol. 6510, 2007, pp. 651015

Cardiac C-Arm CT: SNR Enhancement by Combining Multiple Retrospectively Motion Corrected FDK-like Reconstructions:
Prümmer, Marcus; Wigstroem, Lars; Fahrig, R.; Lauritsch, G.; Hornegger, Joachim. Cardiac C-Arm CT: SNR Enhancement by Combining Multiple Retrospectively Motion Corrected FDK-like Reconstructions. In: Bildverarbeitung für die Medizin 2007, München, Germany, 2007, pp. 222-226

A Practical Salient Region Feature Based 3D Multi-Modality Registration Method for Medical Images:
Hahn, Dieter; Wolz, Gabriele; Sun, Yiyong; Hornegger, Joachim; Sauer, Frank; Kuwert, Torsten; Xu, Chenyang. A Practical Salient Region Feature Based 3D Multi-Modality Registration Method for Medical Images. In: Proceedings of SPIE on Medical Imaging, San Diego, USA, Vol. 6144, 2006, pp. 870-879

Utilizing Salient Region Features for 3D Multi-Modality Medical Image Registration:
Hahn, Dieter; Wolz, Gabriele; Sun, Yiyong; Sauer, Frank; Hornegger, Joachim; Kuwert, Torsten; Xu, Chenyang. Utilizing Salient Region Features for 3D Multi-Modality Medical Image Registration. In: Bildverarbeitung für die Medizin, Hamburg, Germany, 2006, pp. 221-225

Cardiac C-arm CT: Efficient Motion Correction for 4D-FBP:
Prümmer, Marcus; Wigstroem, Lars; Hornegger, Joachim; Boese, Jan; Lauritsch, Guenter; Strobel, Norbert; Fahrig, Rebecca. Cardiac C-arm CT: Efficient Motion Correction for 4D-FBP. In: IEEE Medical Imaging Conference, San Diego, USA, 2006, pp. 2620-2628

Multi-modal 2D-3D non-rigid registration:
Prümmer, Marcus; Hornegger, Joachim; Pfister, Marcus; Dörfler, Arnd. Multi-modal 2D-3D non-rigid registration. In: Proceedings of SPIE on Medical Imaging, San Diego, USA, Vol. 6144, 2006, pp. 297-308

Unbiased Rigid Registration Using Transfer Functions:
Hahn, Dieter; Hornegger, Joachim; Bautz, Werner; Kuwert, Torsten; Römer, Wolfgang. Unbiased Rigid Registration Using Transfer Functions. In: Proceedings of SPIE on Medical Imaging, San Diego, USA, 2005, pp. 151-162

Tumor Therapy Monitoring Based on Monomodal Image Fusion:
Hornegger, Joachim; Hahn, Dieter; Bautz, Werner; Kuwert, Torsten; Römer, Wolfgang. Tumor Therapy Monitoring Based on Monomodal Image Fusion. In: Proceedings of the Radiological Society of North America (RSNA), Chicago, USA, 2005, pp. 355

A full multigrid technique to accelerate an ART scheme for tomographic image reconstruction:
Prümmer, Marcus; Köstler, Harald; Hornegger, Joachim; Rüde, Ulrich. A full multigrid technique to accelerate an ART scheme for tomographic image reconstruction. In: Frontiers in Simulation (Simulationstechnique 18th Symposium), Erlangen, Germany, 2005, pp. 632-637

2D-3D Non-rigid Registration using Iterative Reconstruction:
Prümmer, Marcus; Han, Jingfeng; Hornegger, Joachim. 2D-3D Non-rigid Registration using Iterative Reconstruction. In: Vision Modeling and Visualization, Erlangen, Germany, 2005, pp. 187-194

Mensch-Maschine Interaktion für den interventionellen Einsatz:
Prümmer, Marcus; Nöth, Elmar; Hornegger, Joachim; Horndasch, Axel. Mensch-Maschine Interaktion für den interventionellen Einsatz. In: Bildverarbeitung für die Medizin, Berlin, Germany, 2005, pp. 485-489

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