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Optimierung nicht-linearer Registrierung durch automatisch detektierte Landmarken
In: (eds.), Bildverarbeitung für die Medizin 2011, Informatik aktuell, Lübeck, Springer Berlin Heidelberg, 89-93, 2011
Statistical Analysis of Surrogate Signals to Incorporate Respiratory Motion Variability into Radiotherapy Treatment Planning
In: (eds.), SPIE Medical Imaging 2014, Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, USA, 9036, 90360J, 2014
Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training Populations
In: (eds.), Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 359-360, 2017
Multi-resolution multi-object statistical shape models based on the locality assumption.
Medical image analysis, 38, 17-29, 2017
A 4D Statistical Shape Model for Automated Segmentation of Lungs with Large Tumors
In: (eds.), 15th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, Nizza, Frankreich, Springer, Berlin, Part II, LNCS 7511, 347-354, 2012
Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix Completion
In: (eds.), Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 215-216, 2017
Subpopulation-based correspondence modelling for improved respiratory motion estimation in the presence of inter-fraction motion variations
Physics in Medicine and Biology, 62, 14, 5823-5839, 2017
Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methods
In: (eds.), SPIE Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida, United States, SPIE, 9414, 94142B, 2015
Population-based Correspondence Models for Respiratory Motion Estimation in the Presence of Interfraction Motion Variations
In: Imaging and Computer Assistance in Radiation Therapy, ICART 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, 81-88, 2015
Surrogate-Based Diffeomorphic Motion Estimation for Radiation Therapy: Comparison of Multivariate Regression Approaches
In: (eds.), SPIE Medical Imaging 2013, Image Processing, Orlando, USA, 8669-40,151-158, 2013
Mammo3D - Automatic Determination of Corresponding Structures in 2D/3D Image Data of the Female Breast for Multimodal Breast Cancer Diagnosis
In: 15th Korea-Germany Workshop on Advanced Medical Image Analysis and Cognition-Guided Surgery, Ajou University, Suwon, Korea, 30, 2014
Modellbasierte 4D-Segmentierung von Lungen mit großen Tumoren in räumlich-zeitlichen CT-Bildfolgen
In: (eds.), Informatik 2012, Lecture Notes in Informatics, Braunschweig, 1764-1773, 2012
Multivariate Regression Approaches for Surrogate-based Diffeomorphic Estimation of Respiratory Motion in Radiation Therapy
Physics in Medicine and Biology, 59, 1147-1164, 2014
Automatische Segmentierung der Lungenflügel in CT-Daten
In: (eds.), Bildverarbeitung für die Medizin 2011, Informatik aktuell, Lübeck, Springer Berlin Heidelberg, 119-123, 2011
Representative Patch-based Active Appearance Models Generated From Small Training Populations
In: (eds.), 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec, Springer, Part I, LNCS 10433, 152-160, 2017
Validation and Comparison of a Biophysical Modeling Approach and Non-Linear Registration for Estimation of Lung Motion Fields in Thoracic 4D CT Data
In: Medical Imaging 2009: Image Processing, Lake Buena Vista, FL, USA, Proceedings of SPIE, SPIE, 7259, 72590U1-72590U8, 2009
Estimation of Motion Fields by Non-Linear Registration for Local Lung Motion Analysis in 4D CT Image Data
International Journal of Computer Assisted Radiology and Surgery, 5, 6, 595-605, 2010
Motion Artifact Reducing Reconstruction of 4D CT Image Data for the Analysis of Respiratory Dynamics
Methods of information in medicine, 46, 3, 254-60, 2007
Impact of Breathing Phase on Thoracic Dose Distribution - an IMRT Treatment Planning Study using 4D CT Image Data
In: 9th Biennial ESTRO Meeting on Physics and Radiation Technology For Clinical Radiotherapy of the European Society of Therapeutic Radiology, ESTRO 2007, Barcelona, Radiotherapy & Oncology, 84 (Supplement 1), 153, 2007
Assessing Accuracy of Non-Linear Registration in 4D Image, Data Using Automatically Detected Landmark Correspondences
In: (eds.), SPIE Medical Imaging 2013, Image Processing, Orlando, USA, 8669-34,0Z1-0Z9, 2013
Dose Accumulation Based on Optimized Motion Field Estimation Using Non-Linear Registration in Thoracic 4D CT Image Data
In: (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFBME Proceedings, Springer Verlag, Berlin, 25/IV, 950-953, 2009
Model-Based Risk Assessment for Motion Effects in 3D Radiotherapy of Lung Tumors
In: (eds.), Image-Guided Procedures, Robotic Interventions, and Modeling, SPIE Medical Imaging 2012, San Diego, California, USA, SPIE, 8316, 83160C1-83160C8, 2012
Towards Accurate Dose Accumulation for IMRT: Impact of Weighting Schemes and Temporal Image Resolution on Predicted Interplay Effects
In: (eds.), Medizinische Physik 2010: 41. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP), Freiburg, 515-518, 2010
A Diffeomorphic MLR Framework for Surrogate-Based Motion Estimation and Situation-Adapted Dose Accumulation
In: (eds.), MICCAI Workshop on Image-Guidance and Multimodal Dose Planning in Radiation Therapy, MICCAI 2012, Nizza, Frankreich, 42-49, 2012
Modeling Respiratory Lung Motion - A Biophysical Approach using Finite Element Methods
In: (eds.), Physiology, Function, and Structure from Medical Images, SPIE Medical Imaging 2008, San Diego, Vol. 6916, 0N-1-0N-11, 2008
Estimation of Inner Lung Motion Fields by Non-linear Registration: An Evaluation and Comparison Study
In: (eds.), Bildverarbeitung für die Medizin 2009, Heidelberg, Informatik aktuell, Springer Verlag, 102-106, 2009
Validation and Comparison of a Biophysical Modeling Approach and Non-Linear Registration for Estimation of Lung Motion Fields in Thoracic 4D CT Data
In: Medical Imaging 2009: Image Processing, Lake Buena Vista, FL, USA, Proceedings of SPIE, SPIE, 7259, 72590U1-72590U8, 2009
Finite-Elemente-Modellierung der atmungsbewegten Lunge
In: 52. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Augsburg, 386, 2007
3D-Trajektorienberechnung und Bewegungsanalyse in thorakalen 4D-CT-Bilddaten zur optimierten Strahlentherapie von Lungentumorpatienten
In: (eds.), 7. Jahrestagung der Deutschen Gesellschaft für Computer und Roboterassistierte Chirurgie, CURAC 2008, Leipzig, Tagungsband, 119-122, 2008
Incorporation of Surrogate-Based Information about Breathing Motion Variations into 4D Dose Calculation: Concept and First Result
In: 43. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP), Jena, 390-393, 2012
Estimation of Lung Motion Fields in 4D CT Data by Variational Non-Linear Intensity-Based Registration: A Comparison and Evaluation Study
Physics in Medicine and Biology, 59, 4247-4260, 2014
Automatische Landmarkendetektion und -übertragung zur Evaluation der Registrierung von thorakalen CT-Daten
In: Bildverarbeitung für die Medizin 2010, Informatik aktuell, Aachen, Springer Verlag, 31-35, 2010
Patient-Specific Finite Element Modeling of Respiratory Lung Motion Using 4D CT Image Data
Medical Physics, 36, 5, 1500, 2009
Finite-Element-Modellierung von respiratorischen Lungenbewegungen als elastizitätstheoretisches Kontaktproblem zur Bewegungsschätzung in 4D-CT-Daten
In: (eds.), Bildverarbeitung für die Medizin 2008, Berlin, Informatik aktuell, Springer Verlag, 112-121, 2008
Rekonstruktion von 4D-CT-Daten aus räumlich-zeitlichen CT-Segmentfolgen zur Analyse atmungsbedingter Organbewegungen
In: (eds.), Bildverarbeitung für die Medizin 2006, Hamburg, Informatik aktuell, Springer Verlag, Berlin, 6-10, 2006
Strahlentherapie thorakaler Tumoren: Untersuchung der Auswirkungen der Atemphase auf die geplante Dosisverteilung unter Verwendung von 4D-CT-Daten
In: 13. Jahreskongress der Deutschen Gesellschaft für Radioonkologie, DEGRO 2007, Hannover, Strahlenther Onkol, 183 (Sondernr. 1), 23, 2007
A Diffeomorphic Framework for Surrogate-based Motion Estimation in Radiation Therapy: Concept and First Evaluation
In: (eds.), Informatik 2012, Lecture Notes in Informatics, Braunschweig, 1774-1782, 2012
Analysis of Tumor-Influenced Respiratory Dynamics Using Motion Artifact Reduced Thoracic 4D CT Images
In: (eds.), Advances in Medical Engineering, Berlin, Heidelberg, Springer Proceedings in Physics, Springer, 114, 181-186, 2007
Towards Accurate Dose Accumulation for Step-&-Shoot IMRT: Impact of Weighting Schemes and Temporal Image Resolution on the Estimation of Dosimetric Motion Effects
Zeitschrift für Medizinische Physik, 22, 2, 109-22, 2012
Lung Fissure Detection Using a Line Enhancing Filter
In: (eds.), Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 23-26, 2013
Abstract: Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
In: (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 81, 2022
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
In: Medical Imaging with Deep Learning (MIDL 2021), 2021
Memory-efficient GAN-based domain translation of high resolution 3D medical images
Computerized Medical Imaging and Graphics, 86, 101801, 2020
Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders
In: (eds.), Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 197, 2019
Synthesis of annotated pathological retinal OCT data with pathology-induced deformations
In: Proc. SPIE 12033, Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, United States, SPIE, 12033, 2022
Evaluation of Image Processing Methods for Clinical Applications
In: (eds.), Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 15-20, 2019
Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations using Variational Autoencoders
In: SPIE 10949, Medical Imaging 2019: Image Processing, San Diego, USA, 10949, 1094911-1-1094911-8, 2019
Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation
In: (eds.), 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec, Springer, Part I, LNCS 10433, 223-231, 2017
Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization
In: (eds.), Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 62-67, 2017
Quantitative Comparison of Generative Shape Models for Medical Images
In: (eds.), Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 201-207, 2020
English
DeutschStudy Medical Informatics
at the University of Lübeck
Office
Susanne Petersen
Tel+49 451 3101 5601
Fax+49 451 3101 5604
Ratzeburger Allee 160
23538 Lübeck
Germany
Susanne Petersen
Tel+49 451 3101 5601
Fax+49 451 3101 5604
Ratzeburger Allee 160
23538 Lübeck
Germany