MIDL 2021

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

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C
Ehrhardt J., Klinder T., Lorenz C.
Computational Motion Phantoms and Statistical Models of Respiratory Motion
In: Ehrhardt J., Lorenz C. (eds.), 4D Modeling and Estimation of Respiratory Motion for Radiation Therapy, Biological and Medical Physics, Biomedical Engineering, Springer, Berlin Heidelberg, 215-247, 2013
Ehrhardt J., Handels H., Wegner T., Strathmann B., Plötz W., Pöppl S.J.
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
Handels H., Schößler T., Ehrhardt J., Pöppl S.J.
Computer Supported Cooperative 3D-Teleimaging in Java
In: Buzug T., Handels H., Holz D. (eds.), Telemedicine - Medicine and Communication, Kluwer Academic/PlenumPublishers, 3-12, 2001
Säring D., Ehrhardt J., Stork A., Bansmann P.M., Lund G.K., Handels H.
Computer-Assisted Analysis of 4D Cardiac MR Image Sequences after Myocardial Infarction
Methods of information in medicine, 45, 4, 377-83, 2006
Abstract
Handels H., Ehrhardt J., Plötz W., Pöppl S.J.
Computer-Assisted Planning and Simulation of Hip Operations using Virtual Three-Dimensional Models
In: Kokol P., Zupan B., Stare J., Premik M., Engelbrecht R. (eds.), Medical Informatics Europe, MIE 99, Lubljana, IOS Press, Amsterdam, 686-689, 1999
Handels H., Ehrhardt J., Plötz W., Pöppl S.J.
Computer-assisted planning and simulation of hip operations using virtual three-dimensional models.
Studies in health technology and informatics, 68, 686-9, 1999
Abstract
Handels H., Ehrhardt J., Peters P., Plötz W., Pöppl S.J.
Computer-Assisted Planning of Hip Operations and Design of Endoprotheses using Virtual Three-Dimensional Models
In: Lemke H.U., Vannier M.W., Inamura K., Farman A.G. (eds.), Computer Assisted Radiology and Surgery, CARS 99, Paris, Elsevier Science B.V., 726-730, 1999
Bestmann K., Ehrhardt J., Briem D., Rueger J.M., Handels H.
Computergestützte 3D-Operationsplanung zur präoperativen Repositionierung von Knochenfragmenten bei komplizierten Knochenbrüchen
In: Horsch A., Deserno T.M., Handels H., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2007, München, Informatik aktuell, Springer Verlag, 192-196, 2007
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Handels H., Ehrhardt J., Peters E., Plötz W.
Computergestützte Planung von Hüftoperationen in virtuellen Körpern
In: Evers H., Glombitza G., Lehmann T., Meinzer H.P. (eds.), Bildverarbeitung für die Medizin 1999, Heidelberg, Informatik aktuell, Springer, Berlin, 177-181, 1999
Handels H., Färber M., Ehrhardt J.
Contour Extraction of Anatomical Structures in Medical Image Data using Atlases and Graph Search Algorithms
In: 8th Germany-Korea Joint Workshop on Advanced Medical Image Processing, Berlin, Charité Universitätsmedizin Berlin, Proceedings, 110-113, 2005
Hufnagel H., Ehrhardt J., Pennec X., Schmidt-Richberg A., Handels H.
Coupled Level Set Segmentation Using a Point-Based Statistical Shape Model Relying on Correspondence Probabilities
In: SPIE Medical Imaging 2010: Image Processing, San Diego, California, USA, SPIE, 7623, 762318-1-762318-8, 2010
Lange I., Jacob F., Frydrychowicz A., Handels H., Ehrhardt J.
CT Normalization by Paired Image-to-image Translation for Lung Emphysema Quantification
In: Palm C., Deserno T.M., Handels H., Maier A., Maier-Hein K., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2021, Wiesbaden, Informatik Aktuell, Springer Fachmedien Wiesbaden, 276-281, 2021
Köhnen S., Ehrhardt J., Schmidt-Richberg A., Handels H.
CUDA Optimierung von nicht-linearer oberflächen- und intensitätsbasierter Registrierung
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, 99-103, 2011
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D
Andresen J., Kepp T., Ehrhardt J., von der Burchard C., Roider J., Handels H.
Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies
International Journal of Computer Assisted Radiology and Surgery, 2022
Abstract
Bouteldja N., Merhof D., Ehrhardt J., Heinrich M.P.
Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning
In: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 23-28, 2019
Schmidt-Richberg A., Ehrhardt J., Werner R., Handels H.
Diffeomorphic Diffusion Registration of Lung CT Images
In: 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, 2010
Werner R., Ehrhardt J., Schmidt-Richberg A., Wilms M., Blendowski M., Handels H.
A Diffeomorphic Framework for Surrogate-based Motion Estimation in Radiation Therapy: Concept and First Evaluation
In: Goltz U., Magnor M., Matthies H., Balke W.T., Wolf L. (eds.), Informatik 2012, Lecture Notes in Informatics, Braunschweig, 1774-1782, 2012
Werner R., Wilms M., Ehrhardt J., Schmidt-Richberg A., Blendowski M., Handels H.
A Diffeomorphic MLR Framework for Surrogate-Based Motion Estimation and Situation-Adapted Dose Accumulation
In: Birkfellner W., Mcclelland J., Rit S., Schlaefer A. (eds.), MICCAI Workshop on Image-Guidance and Multimodal Dose Planning in Radiation Therapy, MICCAI 2012, Nizza, Frankreich, 42-49, 2012
Forkert N.D., Säring D., Illies T., Fiehler J., Ehrhardt J., Handels H., Schmidt-Richberg A.
Direction-Dependent Level Set Segmentation of Cerebrovascular Structures
In: Image Processing, SPIE Medical Imaging 2011, Lake Buena Vista, Florida, USA, SPIE, 7962, 79623S1-79623S8, 2011
Schmidt-Richberg A., Ehrhardt J., Werner R., Handels H.
Direction-Dependent Regularization for Improved Estimation of Liver and Lung Motion in 4D Image Data
In: SPIE Medical Imaging 2010: Image Processing, San Diego, California, USA, SPIE, 7623, 76232Y1-76232Y8, 2010
Werner R., Ehrhardt J., Schmidt-Richberg A., Bodmann B., Cremers F., Handels H.
Dose Accumulation Based on Optimized Motion Field Estimation Using Non-Linear Registration in Thoracic 4D CT Image Data
In: Dössel O., Schlegel W.C. (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFBME Proceedings, Springer Verlag, Berlin, 25/IV, 950-953, 2009
E
Ehrhardt J., Handels H., Wegner T., Strathmann B., Plötz W., Pöppl S.J.
Ein anatomischer Atlas zur Unterstützung der virtuellen Planung von Hüftoperationen
In: Handels H., Horsch H., Lehmann T., Meinzer H.P. (eds.), Bildverarbeitung für die Medizin 2001, Lübeck, Informatik aktuell, Springer Verlag, Berlin, 77-81, 2001
Handels H., Schößler T., Ehrhardt J., Klaiber H.-C., Pöppl S.J.
Ein CSCW-Tool für die kooperative Bildbesprechung in Telekonferenzen unter Java
In: Jäckel A. (ed.), Telemedizinführer 2001, Medizin Forum, Bad Nauheim, 220-223, 2000
Kepp T., Andresen J., Sudkamp H., von der Burchard C., Roider J., Hüttmann G., Ehrhardt J., Handels H.
Epistemic and Aleatoric Uncertainty Estimation for PED Segmentation in Home OCT Images
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, 32-37, 2022
Wilms M., Krüger J., Marx M., Ehrhardt J., Bischof A., Handels H.
Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methods
In: Hadjiiski L.M., Tourassi G.D. (eds.), SPIE Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida, United States, SPIE, 9414, 94142B, 2015
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Werner R., Schmidt-Richberg A., Ehrhardt J., Handels H.
Estimation of Inner Lung Motion Fields by Non-linear Registration: An Evaluation and Comparison Study
In: Meinzer H.P., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2009, Heidelberg, Informatik aktuell, Springer Verlag, 102-106, 2009
Werner R., Schmidt-Richberg A., Handels H., Ehrhardt J.
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
Werner R., Ehrhardt J., Schmidt-Richberg A., Heiß A., Handels H.
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
Schmidt-Richberg A., Werner R., Handels H., Ehrhardt J.
Estimation of Slipping Organ Motion by Registration with Direction-Dependent Regularization
Medical Image Analysis, 16, 1, 150-159, 2012
Schmidt-Richberg A., Ehrhardt J., Werner R., Handels H.
Evaluation and Comparison of Force Terms for the Estimation of Lung Motion by Non-Linear Registration of 4D-CT Image Data
In: Dössel O., Schlegel W.C. (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFMBE Proceedings, Springer Berlin Heidelberg, 25/4, 2128-2131, 2009
Krüger J., Ehrhardt J., Bischof A., Handels H.
Evaluation of a B-Spline-Based Breast Compression Simulation for Correspondence Analysis between MRI and Mammographic Image Data
In: Workshop on Breast Image Analysis - In conjunction with the 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2013), Nagoya, Japan, 17-24, 2013
Schmidt-Richberg A., Ehrhardt J., Wilms M., Werner R., Handels H.
Evaluation of Algorithms for Lung Fissure Segmentation in CT Images
In: Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P. (eds.), Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 201-206, 2012
Uzunova H., Schultz S., Handels H., Ehrhardt J.
Evaluation of Image Processing Methods for Clinical Applications
In: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 15-20, 2019
Murphy K., van Ginneken B., Reinhardt J.M., Kabus S., Ding K., Deng X., Cao K., Du K., Christensen G.E., Garcia V. et al.
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge
IEEE Transactions on Medical Imaging, 30, 11, 1901-1920, 2011
Kepp T., Ehrhardt J., Handels H.
Evaluation verschiedener Ansätze zur 4D-4D-Registrierung kardiologischer MR-Bilddaten
In: Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 95-100, 2015
F
Schmidt-Richberg A., Ehrhardt J., Werner R., Handels H.
Fast Explicit Diffusion for Registration with Direction-Dependent Regularization
In: Dawant B.M., Christensen G.E., Fitzpatrick J.M., Rueckert D. (eds.), Biomedical Image Registration, 5th International Workshop, WBIR 2012, Nashville, USA, Springer, Berlin, 220-228, 2012
Werner R., Ehrhardt J., Schmidt R., Handels H.
Finite-Element-Modellierung von respiratorischen Lungenbewegungen als elastizitätstheoretisches Kontaktproblem zur Bewegungsschätzung in 4D-CT-Daten
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, 112-121, 2008
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Werner R., Ehrhardt J., Cremers F., Schmidt R., Handels H.
Finite-Elemente-Modellierung der atmungsbewegten Lunge
In: 52. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Augsburg, 386, 2007
Schmidt-Richberg A., Werner R., Handels H., Ehrhardt J.
A Flexible Variational Registration Framework
Insight Journal, http://hdl.handle.net/10380/3460, 2014
G
Handels H., Werner R., Frenzel T., Säring D., Lu W., Low D., Ehrhardt J.
Generation of 4D CT Image Data and Analysis of Lung Tumour Mobility During the Breathing Cycle
Studies in health technology and informatics, 124, 977-82, 2006
Abstract
Ehrhardt J., Werner R., Schmidt-Richberg A., Handels H.
Generation of a Mean Motion Model of the Lung using 4D CT Data
In: Botha C.P., Kindlmann G., Niessen J., Preim B. (eds.), Eurographics Workshop on Visual Computing for Biomedicine 2008, Delft, EG Workshop Proceedings, 69-76, 2008
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Hufnagel H., Pennec X., Ehrhardt J., Ayache N., Handels H.
Generation of a statistical shape model with probabilistic point correspondences and the expectation maximization- iterative closest point algorithm
International Journal of Computer Assisted Radiology and Surgery, 2, 5, 265-273, 2008
Uzunova H., Ehrhardt J., Handels H.
Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks
In: 23th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2020, Virtual Conference, Lima, Peru, Springer, Cham, 501-511, 2020
Hufnagel H., Ehrhardt J., Pennec X., Ayache N., Handels H.
A Global Criterion for the Computation of Statistical Shape Model Parameters Based on Correspondence Probabilities
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, 277-282, 2008
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Uzunova H., Handels H., Ehrhardt J.
Groupwise Affine Registration of Medical Images with Missing Correspondences
In: Buzug T.M., Handels H. (eds.), Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 213-216, 2017
Uzunova H., Handels H., Ehrhardt J.
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
In: Medical Imaging with Deep Learning (MIDL 2021), 2021
Uzunova H., Handels H., Ehrhardt J.
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
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, Abstract:81, 2022
H
Säring D., Ehrhardt J., Stork A., Bansmann P.M., Lund G.K., Handels H.
HeAT -Heart Analysis Tool
In: 50. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, Freiburg, Tagungsband, 28-30, 2005
Säring D., Ehrhardt J., Stork A., Bansmann P.M., Lund G., Handels H.
HeAT: A Software Assistant for the Analysis of LV Remodeling After Myocardial Infarction in 4D-MR Follow-Up Studies
In: Hochberger C., Liskowsky R. (eds.), Informatik 2006, Dresden, Lecture Notes in Informatics, 537-543, 2006
PDF
Rajashekar D., Wilms M., MacDonald E.M., Ehrhardt J., Mouches P., Frayne R., Hill M.D., Forkert N.D.
High-resolution T2-FLAIR and non-contrast CT brain atlas of the elderly
Scientific Data, 7, 56, 2020

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