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New Multiple Sclerosis Lesion Detection with Convolutional Neural Registration Networks
In: (eds.), Proceedings of the 2nd MICCAI challenge on multiple sclerosis new lesions segmentation challenge using a data management and processing infrastructure — MICCAI-MSSEG-2, 111-114, 2021
Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering
In: (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 1-6, 2022
Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies
International Journal of Computer Assisted Radiology and Surgery, 2022
Image registration and appearance adaptation in non-correspondent image regions for new MS lesions detection
Frontiers in Neuroscience, 16, 2022
CNN-based joint non-correspondence detection and registration of retinal optical coherence tomography images
In: CARS 2021: Computer Assisted Radiology and Surgery Proceedings of the 35th International Congress and Exhibition, June 21-25, 2021, Munich, Germany, International Journal of Computer Assisted Radiology and Surgery, 16, 20-21, 2021
Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network
In: (eds.), Biomedical Image Registration. WBIR 2022, Cham, Lecture Notes in Computer Science, Springer International Publishing, 13386, 3-7, 2022
Computergestützte 3D-Operationsplanung zur präoperativen Repositionierung von Knochenfragmenten bei komplizierten Knochenbrüchen
In: (eds.), Bildverarbeitung für die Medizin 2007, München, Informatik aktuell, Springer Verlag, 192-196, 2007
Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning
In: (eds.), Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 23-28, 2019
Model-Based 4D Segmentation of Cardiac Structures in Cine MRI Sequences
In: (eds.), Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 18-23, 2017
Joint registration and segmentation using statistical shape models
In: (eds.), Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 201-204, 2017
Student Conference Proceedings 2017: 6th Conference on Medical Engineering Science and 2nd Conference on Medical Informatics
Infinite Science Publishing, Lübeck, 2017
Optimization of the Detection Performance of Förstner-Rohr-Type Operators in Abdominal and Thoracic Tomographic Image Data
In: (eds.), Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 35-38, 2013
A Variational Approach for Combined Segmentation and Estimation of Respiratory Motion in Temporal Image Sequences
In: 2007 IEEE 11th International Conference on Computer Vision, Rio de Janeiro, Brazil, 2007 IEEE 11th International Conference on Computer Vision, IEEE, 1-7, 2007
Analysis of Free Breathing Motion Using Artifact Reduced 4D CT Image Data
In: (eds.), Image Processing, SPIE Medical Imaging 2007, San Diego, Vol. 6512, 1N1-1N11, 2007
Computer Assisted Orthopaedic Surgery: 3D-Planning of Hip Operations and Atlas based Preprocessing for the Computer-Assisted Construction of Individually Adapted Endoprostheses
In: 5th Germany-Korea Joint Workshop on Advanced Medical Image Processing, Seoul, South Korea, Ewha Womans University, 2001
Temporal Polyrigid Registration for Patch-based MPI Reconstruction of Moving Objects
In: (eds.), 8th International Workshop on Magnetic Particle Imaging, IWMPI 2018, Hamburg, Infinite Science Publishing, 55-56, 2018
Interpolation of Temporal Image Sequences by Optical Flow Based Registration
In: (eds.), Bildverarbeitung für die Medizin 2006, Hamburg, Informatik aktuell, Springer-Verlag, 256-260, 2006
An Anatomical Atlas to Support the Virtual Planning of Hip Operations
Studies in health technology and informatics, 77, 1226-30, 2000
Automatische Berechnung orthopädischer Maßzahlen auf der Basis virtueller dreidimensionaler Modelle der Hüfte
In: (eds.), Bildverarbeitung für die Medizin 2003, Erlangen, Informatik aktuell, Springer Verlag, Berlin, 303-307, 2003
Automatische Registrierung von CT und MR Bildfolgen des Beckens zur Planung von Hüftoperationen
In: (eds.), Bildverarbeitung für die Medizin 2000, München, Springer Verlag, Berlin, 18-22, 2000
Atlas-based Determination of Anatomical Landmarks to Support the Virtual Planning of Hip Operations
In: CARS 2003: Computer Assisted Radiology and Surgery, (eds.), International Congress Series, Elsevier, London, 1256, 99-104, 2003
Atlas based Segmentation of Bone Structures to Support the Virtual Planning of Hip Operations
International journal of medical informatics, 64, 2-3, 439-47, 2001
A Statistical Shape and Motion Model for the Prediction of Respiratory Lung Motion
In: (eds.), Image Processing, SPIE Medical Imaging 2010, San Diego, California, USA, SPIE, 7623, 762353-1-762353-9, 2010
An optical flow based method for improved reconstruction of 4D CT data sets acquired during free breathing.
Medical physics, 34, 2, 711-21, 2007
Variational Registration - A Flexible Open-Source ITK Toolbox for Nonrigid Image Registration
In: (eds.), Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 209-214, 2015
Reconstruction of 4D-CT Datasets from 3D Data Segments Acquired During Free Breathing for the Analysis of Respiratory Motion
In: (eds.), Image Processing, SPIE Medical Imaging 2006, San Diego, Vol. 6144, 6144214-1-6144214-8, 2006
Motion Estimation in Artifact-affected 4D CT Images Using Temporal Consistent Model-based Registration with Local Adaptive Weights
In: MICCAI Workshop Image Guided Radiation Therapy, 17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, Boston, 5-12, 2014
Ein anatomischer Atlas zur Unterstützung der virtuellen Planung von Hüftoperationen
In: (eds.), Bildverarbeitung für die Medizin 2001, Lübeck, Informatik aktuell, Springer Verlag, Berlin, 77-81, 2001
Generation of a Mean Motion Model of the Lung using 4D CT Data
In: (eds.), Eurographics Workshop on Visual Computing for Biomedicine 2008, Delft, EG Workshop Proceedings, 69-76, 2008
Atlasbasierte Erkennung anatomischer Strukturen und Landmarken für die dreidimensionale virtuelle Planung von Hüftoperationen
Books on Demand Norderstedt, 2005
4D Motion Modeling: Estimation of Respiratory Motion for Radiation Therapy
In: (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFMBE Proceedings, Springer, Berlin Heidelberg, 25/4, 2166-2169, 2009
Computational Motion Phantoms and Statistical Models of Respiratory Motion
In: (eds.), 4D Modeling and Estimation of Respiratory Motion for Radiation Therapy, Biological and Medical Physics, Biomedical Engineering, Springer, Berlin Heidelberg, 215-247, 2013
Patch-based Low-rank Matrix Completion for Learning of Shape and Motion Models from Few Training Samples
In: 14th European Conference on Computer Vision (ECCV) 2016, Amsterdam, Lecture Notes in Computer Science, 9908, 712-727, 2016
Temporal Polyrigid Registration for Patch-based MPI Reconstruction of Moving Objects
International Journal on Magnetic Particle Imaging, 5, 1, 2019
Automatic Correspondence Detection in Mammogram and Breast Tomosynthesis Images
In: Image Processing, SPIE Medical Imaging 2012, San Diego, California, USA, SPIE, 8314, 831421-1-831421-8, 2012
Atlas-Based Recognition of Anatomical Structures and Landmarks to Support the Virtual Three-Dimensional Planning of Hip Operations
In: (eds.), Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003, Montréal, Canada, Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2878, 17-24, 2003
Automatic Landmark Detection and Non-Linear Landmark- and Surface-Based Registration of Lung CT Images
In: (eds.), MICCAI 2010, Bejing, China, Medical Image Analysis for the Clinic - A Grand Challenge, EMPIRE10 - Evaluation of Methods for Pulmonary Image Registration 2010, Workshop Proceedings from the13th International Conference on Medical Image Computing and Computer-Assisted Intervention, 165-174, 2010
Structure-preserving interpolation of temporal and spatial image sequences using an optical flow-based method.
Methods of information in medicine, 46, 3, 300-7, 2007
Statistical Modeling of 4D Respiratory Lung Motion and Atlas Based Lung Motion Estimation
In: 13th Korea-Germany Joint Workshop on Advanced Medical Image Processing, Ewha Womans University, Seoul, South Korea, 43-48, 2010
Optical Flow-based Interpolation of Temporal Image Sequences
In: (eds.), Image Processing, SPIE Medical Imaging 2006, San Diego, Vol. 6144, 61442K-1-61442K-8, 2006
Comparison of Post-hoc Normalization Approaches for CT-based Lung Emphysema Index Quantification
In: (eds.), Bildverarbeitung für die Medizin 2016, Berlin, Informatik aktuell, Springer, Berlin Heidelberg, 44-49, 2016
Statistical Shape and Appearance Models without One-to-One Correspondences
In: (eds.), SPIE Medical Imaging 2014, Image Processing, San Diego, USA, 9034, 90340U, 2014
Atlas-based Recognition of Anatomical Structures and Landmarks and the Automatic Computation of Orthopedic Parameters
Methods of information in medicine, 43, 4, 391-7, 2004
Prediction of Respiratory Motion Using A Statistical 4D Mean Motion Model
In: The Second International Workshop on Pulmonary Image Analysis, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009, London, United Kingdom, http://www.ncbi.nlm.nih.gov/pubmed/20876013?dopt=Abstract, 3-14, 2009
Simultaneous Segmentation and Motion Estimation in 4D-CT Data Using a Variational Approach
In: Medical Imaging 2008: Image Processing, San Diego, CA, USA, Proceedings of SPIE, SPIE, 6914, 691437-1-691437-10, 2008
Improved Reconstruction of 4D MSCT Image Data and Motion Analysis of Lung Tumors Using Non-linear Registration Methods
In: (eds.), World Congress on Medical Physics and Biomedical Engineering 2006, Seoul, Korea, Springer, Berlin Heidelberg, 14, Part 15, 2288-2291, 2007
Autoencoders and Variational Autoencoders in Medical Image Analysis
In: (eds.), Biomedical Image Synthesis and Simulations: Methods and Applications, Academic Press, 2022
Statistical Modeling of 4D Respiratory Lung Motion Using Diffeomorphic Image Registration
IEEE Transactions on Medical Imaging, 30, 2, 251-265, 2011
English
DeutschMedizinische Informatik
an der Uni Lübeck studieren
Institutssekretariat
Susanne Petersen
Tel+49 451 3101 5601
Fax+49 451 3101 5604
Gebäude 64 (Informatik)
Ratzeburger Allee 160
23538 Lübeck
Deutschland
Susanne Petersen
Tel+49 451 3101 5601
Fax+49 451 3101 5604
Gebäude 64 (Informatik)
Ratzeburger Allee 160
23538 Lübeck
Deutschland