MIDL 2021

 
International Conference on
Medical Imaging with Deep Learning
5. bis 7. Juli 2021

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Handels H., Ehrhardt J., Plötz W., Pöppl S.J.
Virtual Planning of Hip Operations and Individual Adaption of Endoprosthesis in Orthopaedic Surgery
International Journal of Medical Informatics, 58-59, 21-28, 2000
Forkert N.D., Schmidt-Richberg A., Ehrhardt J., Fiehler J., Handels H., Säring D.
Vesselness-geführte Level-Set Segmentierung von zerebralen Gefäßen
In: Handels H., Ehrhardt J., Deserno T.M., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2011, Informatik aktuell, Lübeck, Springer, Berlin Heidelberg, 8-12, 2011
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Fleitmann M., Käferlein O., Wilms M., Säring D., Handels H., Ehrhardt J.
Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-Bilddaten
In: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 293-298, 2017
Schmidt-Richberg A., Ehrhardt J., Handels H.
Variationeller Ansatz für eine integrierte Segmentierung und nicht-lineare Registrierung
In: Tolxdorff T., Braun J., Deserno T.M., Handels H., Horsch A., Meinzer H.-P. (eds.), Bildverarbeitung für die Medizin 2008, Berlin, Informatik aktuell, Springer Verlag, 26-30, 2008
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Ehrhardt J., Schmidt-Richberg A., Werner R., Handels H.
Variational Registration - A Flexible Open-Source ITK Toolbox for Nonrigid Image Registration
In: Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 209-214, 2015
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Ehrhardt J., Schmidt-Richberg A., Handels H.
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
Nette F., Kumar A., Klein K., Kim J., Handels H.
VAMIR - Visual Analytics for Medical Image Retrieval: Preliminary Study on PET-CT Data
In: Buzug T.M., Ehrhardt J., Handels H., Ingenerf J., et al (eds.), Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 127-130, 2013
Werner R., Ehrhardt J., Schmidt-Richberg A., Handels H.
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
Werner R., Ehrhardt J., Schmidt-Richberg A., Handels H.
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
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Andresen J., Kepp T., Wang-Evers M., Ehrhardt J., Manstein D., Handels H.
Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering
In: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 1-6, 2022
Uzunova H., Handels H., Ehrhardt J.
Unsupervised Pathology Detection in Medical Images using Learning-based Methods
In: Maier A., Deserno T.M., Handels H., Maier-Hein K.H., Palm C., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 61-66, 2018
Uzunova H., Schultz S., Handels H., Ehrhardt J.
Unsupervised Pathology Detection in Medical Images using Conditional Variational Autoencoders
International Journal of Computer Assisted Radiology and Surgery, 14, 3, 451-461, 2019
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Uzunova H., Wilms M., Handels H., Ehrhardt J.
Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation
In: Descoteaux M., et al (eds.), 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec, Springer, Part I, LNCS 10433, 223-231, 2017
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Werner R., Ehrhardt J., Schmidt-Richberg A., Albers D., Frenzel T., Petersen C., Cremers F., Handels H.
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
Abstract
Werner R., Ehrhardt J., Schmidt-Richberg A., Nogueira P., Albers D., Frenzel T., Petersen C., Handels H.
Towards Accurate Dose Accumulation for IMRT: Impact of Weighting Schemes and Temporal Image Resolution on Predicted Interplay Effects
In: Hodapp N., et al (eds.), Medizinische Physik 2010: 41. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP), Freiburg, 515-518, 2010
Kaftan P., Gercke K., Trabhardt A., Ehrhardt J.
Towards a Horizontal Gaze Nystagmus Detector on a Mobile Platform
In: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 319-322, 2022
Kepp T., Ehrhardt J., Heinrich M.P., Hüttmann G., Handels H.
Topology-Preserving Shape-Based Regression of Retinal Layers in OCT Image Data Using Convolutional Neural Networks
In: IEEE International Symposium on Biomedical Imaging, ISBI 2019, Venedig, Italien, 1437-1440, 2019
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Handels H., Ehrhardt J., Plötz W., Pöppl S.J.
Three-dimensional Planning and Simulation of Hip Operations and Computer-Assisted Design of Endoprostheses in Bone Tumor Surgery
Computer aided surgery : official journal of the International Society for Computer Aided Surgery, 6, 2, 65-76, 2001
Abstract
Ehrhardt J., Ahlborg M., Uzunova H., Buzug T.M., Handels H.
Temporal Polyrigid Registration for Patch-based MPI Reconstruction of Moving Objects
In: Knopp T., Buzug T.M. (eds.), 8th International Workshop on Magnetic Particle Imaging, IWMPI 2018, Hamburg, Infinite Science Publishing, 55-56, 2018
Ehrhardt J., Ahlborg M., Uzunova H., Buzug T.M., Handels H.
Temporal Polyrigid Registration for Patch-based MPI Reconstruction of Moving Objects
International Journal on Magnetic Particle Imaging, 5, 1, 2019
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Uzunova H., Wilms M., Forkert N.D., Handels H., Ehrhardt J.
A systematic comparison of generative models for medical images
International Journal of Computer Assisted Radiology and Surgery, 1-12, 2022
Uzunova H., Basso L., Ehrhardt J., Handels H.
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
Abstract
Wilms M., Werner R., Ehrhardt J., Schmidt-Richberg A., Blendowski M., Handels H.
Surrogate-Based Diffeomorphic Motion Estimation for Radiation Therapy: Comparison of Multivariate Regression Approaches
In: Ourselin S., Haynor D.R. (eds.), SPIE Medical Imaging 2013, Image Processing, Orlando, USA, 8669-40,151-158, 2013
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Wilms M., Werner R., Yamamoto T., Handels H., Ehrhardt J.
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
Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P. (eds.)
Student Conference Proceedings 2022: 11th C. on Medical Engineering Science and 7th C. on Medical Informatics and 5th C. on Biomedical Engineering and 4th C. on Auditory Technology and 2nd C. on Biophysics and 2nd C. on Robotics and Autonomous Systems
Infinite Science Publishing, Lübeck, 2022
Buzug T.M., Handels H. (eds.)
Student Conference Proceedings 2017: 6th Conference on Medical Engineering Science and 2nd Conference on Medical Informatics
Infinite Science Publishing, Lübeck, 2017
Ehrhardt J., Säring D., Handels H.
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
Abstract
Werner R., Fehlauer F., Ehrhardt J., Albers D., Cremers F., Schmidt R., Handels H.
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
Suinesiaputra A., Ablin P., Alba X., Alessandrini M., Allen J., Bai W., Cimen S., Claes P., Cowan B.R., D'hooge J. et al.
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge.
IEEE journal of biomedical and health informatics, 22, 2, 503-515, 2018
Abstract
Ehrhardt J., Werner R., Schmidt-Richberg A., Handels H.
A Statistical Shape and Motion Model for the Prediction of Respiratory Lung Motion
In: Dawant B.M., Haynor D.R. (eds.), Image Processing, SPIE Medical Imaging 2010, San Diego, California, USA, SPIE, 7623, 762353-1-762353-9, 2010
Ehrhardt J., Krüger J., Handels H.
Statistical Shape and Appearance Models without One-to-One Correspondences
In: Ourselin S., Styner M.A. (eds.), SPIE Medical Imaging 2014, Image Processing, San Diego, USA, 9034, 90340U, 2014
Ehrhardt J., Werner R., Schmidt-Richberg A., Handels H.
Statistical Modeling of 4D Respiratory Lung Motion Using Diffeomorphic Image Registration
IEEE Transactions on Medical Imaging, 30, 2, 251-265, 2011
Ehrhardt J., Werner R., Schmidt-Richberg A., Handels H.
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
Krüger J., Ehrhardt J., Handels H.
Statistical appearance models based on probabilistic correspondences
Medical Image Analysis, 37, 146-159, 2017
Wilms M., Ehrhardt J., Werner R., Marx M., Handels H.
Statistical Analysis of Surrogate Signals to Incorporate Respiratory Motion Variability into Radiotherapy Treatment Planning
In: Yaniv Z.R., Holmes III D.R. (eds.), SPIE Medical Imaging 2014, Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, USA, 9036, 90360J, 2014
Handels H., Werner R., Frenzel T., Ehrhardt J.
Spatio-temporal Motion Analysis of Lung Tumors in 4D CT Image Sequences with High Temporal Resolution
In: 5. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, CURAC 2006, Hannover, Abstractband, 178-179, 2006
Schmidt-Richberg A., Ehrhardt J., Werner R., Handels H.
Slipping Objects in Image Registration: Improved Motion Field Estimation with Direction-dependent Regularization
In: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009, London, Lecture Notes in Computer Science, Springer Verlag, Part I, LNCS 5761 , 755-762, 2009
Ehrhardt J., Schmidt-Richberg A., Handels H.
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
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Marx M., Ehrhardt J., Werner R., Schlemmer H.-P., Handels H.
Simulation of Spatiotemporal CT Data Sets Using a 4D MRI-Based Lung Motion Model
International Journal of Computer Assisted Radiology and Surgery, 9, 3, 401-409, 2014
Krüger J., Ehrhardt J., Bischof A., Handels H.
Simulation of Mammographic Breast Compression in 3D MR Images Using ICP-Based B-Spline Deformation for Multimodality Breast Cancer Diagnosis
International Journal of Computer Assisted Radiology and Surgery, 9, 3, 367-377, 2014
Handels H., Ehrhardt J., Plötz W., Pöppl S.J.
Simulation of Hip Operations and Design of Custom-made Endoprostheses using Virtual Reality Techniques
Methods of information in medicine, 40, 2, 74-7, 2001
Abstract
Krüger J., Ehrhardt J., Bischof A., Handels H.
Simulation mammographischer Brustkompression zur Generierung von MRT-Projektionsbildern
In: Meinzer H.-P., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin, BVM 2013, Heidelberg, Informatik aktuell, Springer Verlag, Berlin, 146-151, 2013
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Hufnagel H., Pennec X., Ehrhardt J., Handels H., Ayache N.
Shape Analysis Using a Point-Based Statistical Shape Model Build on Correspondence Probabilites
In: 10th International Conference on Medical Image Computing and Computer-Assisted Intervention 2007, MICCAI 2007, Brisbane, Australia, Springer, Berlin, Part I, 959-967, 2007
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Schaar M., Ehrhardt J.
Segmentation of Anatomical Structures Using Statistical Shape Models Based on Level Sets
In: Buzug T.M., Ehrhardt J., Handels H., Ingenerf J., et al (eds.), Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 3-6, 2013
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Uzunova H., Handels H., Ehrhardt J.
Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization
In: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 62-67, 2017
Säring D., Relan J., Ehrhardt J., Müllerleile K., Bahrmeyer A., Groth M., Handels H.
Reproducible Extraction of Local and Global Parameters for Functional Analysis of the Left Ventricle in 4D MR Image Data
Methods of information in medicine, 48, 2, 216-24, 2009
Abstract
Wilms M., Handels H., Ehrhardt J.
Representative Patch-based Active Appearance Models Generated From Small Training Populations
In: Descoteaux M., et al (eds.), 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec, Springer, Part I, LNCS 10433, 152-160, 2017
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Hacker S., Handels H.
Repräsentation und Visualisierung von 3D-Formvarianten von Organen für die medizinische Ausbildung
In: Handels H., Ehrhardt J., Horsch A., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2006, Hamburg, Informatik aktuell, Springer-Verlag, 276-280, 2006
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Werner R., Ehrhardt J., Frenzel T., Säring D., Lu W., Low D., Handels H.
Rekonstruktion von 4D-CT-Daten aus räumlich-zeitlichen CT-Segmentfolgen zur Analyse atmungsbedingter Organbewegungen
In: Handels H., Ehrhardt J., Horsch A., Meinzer H.P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2006, Hamburg, Informatik aktuell, Springer Verlag, Berlin, 6-10, 2006
Krüger J., Schultz S., Handels H., Ehrhardt J.
Registration with probabilistic correspondences — Accurate and robust registration for pathological and inhomogeneous medical data
Computer Vision and Image Understanding, 190, 102839, 2020

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