MIDL 2021

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

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2016
Schumacher M., Klinder T., Schmidt-Richberg A., Kabus S., Heinrich M.P.
Evaluation of medical image registration algorithms on pulmonary inhale and exhale CT scans
In: Buzug T.M., Handels H. (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 191-194, 2016
2015
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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2014
Ehrhardt J., Kepp T., Schmidt-Richberg A., Handels H.
Joint Multi-Object Registration and Segmentation of Left and Right Cardiac Ventricles in 4D Cine MRI
In: Ourselin S., Styner M.A. (eds.), SPIE Medical Imaging 2014, Image Processing, San Diego, USA, 9034, 90340M, 2014
Schmidt-Richberg A., Werner R., Handels H., Ehrhardt J.
A Flexible Variational Registration Framework
Insight Journal, http://hdl.handle.net/10380/3460, 2014
Schmidt-Richberg A.
Registration Methods for Pulmonary Image Analysis, Integration of Morphological and Physiological Knowledge
Buzug T.M. (ed.), Aktuelle Forschung Medizintechnik, Springer Vieweg, Wiesbaden, 2014
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
Wilms M., Werner R., Ehrhardt J., Schmidt-Richberg A., Schlemmer H.-P., Handels H.
Multivariate Regression Approaches for Surrogate-based Diffeomorphic Estimation of Respiratory Motion in Radiation Therapy
Physics in Medicine and Biology, 59, 1147-1164, 2014
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2013
Forkert N.D., Schmidt-Richberg A., Fiehler J., Illies T., Möller D., Säring D., Handels H., Ehrhardt J.
3D Cerebrovascular Segmentation Combining Fuzzy Vessel Enhancement and Level-Sets with Anisotropic Energy Weights
Magnetic Resonance Imaging, 31, 2, 262-71, 2013
Abstract
Werner R., Duscha C., Schmidt-Richberg A., Ehrhardt J., Handels H.
Assessing Accuracy of Non-Linear Registration in 4D Image, Data Using Automatically Detected Landmark Correspondences
In: Ourselin S., Haynor D.R. (eds.), SPIE Medical Imaging 2013, Image Processing, Orlando, USA, 8669-34,0Z1-0Z9, 2013
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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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2012
Duscha C., Werner R., Schmidt-Richberg A., Handels H.
Evaluation von Differentialoperatoren zur Detektion anatomischer Landmarken in thorakalen und abdominalen tomographischen Bilddaten
In: Goltz U., Magnor M., Matthies H., Balke W.T., Wolf L. (eds.), Informatik 2012, Lecture Notes in Informatics, Braunschweig, 1755-1763, 2012
Forkert N.D., Schmidt-Richberg A., Fiehler J., Illies T., Möller D., Handels H., Säring D.
Automatic Correction of Gaps in Cerebrovascular Segmentations Extracted from 3D Time-of-Flight MRA Datasets
Methods of Information in Medicine, 5, 415-422, 2012
Forkert N.D., Schmidt-Richberg A., Münchau A., Fiehler J., Handels H., Boelmans K.
Automatische Atlas-basierte Differenzierung von Klassischen und Atypischen Parkinsonsyndromen
In: Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P. (eds.), Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer Verlag, 225-230, 2012
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., 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
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
Schmidt-Richberg A., Ehrhardt J., Werner R., Handels H.
Lung Registration with Improved Fissure Alignment by Integration of Pulmonary Lobe Segmentation
In: Ayache N., Delingette H., Golland P., Moriet K. (eds.), 15th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, Nizza, Frankreich, Springer, Berlin, Part II, LNCS 7511, 74-81, 2012
Schmidt-Richberg A., Ehrhardt J., Wilms M., Werner R., Handels H.
Pulmonary Lobe Segmentation with Level Sets
In: Image Processing, SPIE Medical Imaging 2012, San Diego, California, USA, SPIE, 8314, 83142V1-83142V8, 2012
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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
Werner R., Wilms M., Schmidt-Richberg A., Ehrhardt J., Gauer T., Petersen C., Handels H.
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
Werner R., Ehrhardt J., Schmidt-Richberg A., Handels H.
Model-Based Risk Assessment for Motion Effects in 3D Radiotherapy of Lung Tumors
In: Holmes D.R., Wong K.H. (eds.), Image-Guided Procedures, Robotic Interventions, and Modeling, SPIE Medical Imaging 2012, San Diego, California, USA, SPIE, 8316, 83160C1-83160C8, 2012
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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
2011
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
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
Forkert N.D., Schmidt-Richberg A., Holst B., Münchau A., Handels H., Boelmans K.
Image-Based Classification of Parkinsonian Syndromes Using T2'-Atlases
In: Moen A., Andersen S.K., Aarts J., Hurlen P. (eds.), MIE 2011, Studies in Health Technology and Informatics, User Centred Networked Health Care - Proceedings of MIE 2011, 169, 465-469, 2011
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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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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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
Schmidt-Richberg A., Werner R., Ehrhardt J., Wolf J.-C., Handels H.
Landmark-driven Parameter Optimization for Non-linear Image Registration
In: Image Processing, SPIE Medical Imaging 2011, Lake Buena Vista, Florida, USA, SPIE, 7962, 79620T1-79620T8, 2011
Wolf J.-C., Schmidt-Richberg A., Werner R., Ehrhardt J., Handels H.
Optimierung nicht-linearer Registrierung durch automatisch detektierte Landmarken
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, 89-93, 2011
2010
Ehrhardt J., Werner R., Schmidt-Richberg A., Handels H.
Automatic Landmark Detection and Non-Linear Landmark- and Surface-Based Registration of Lung CT Images
In: van Ginneken B., Murphy K., Heimann T., Pekar V., Deng X. (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
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
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
Forkert N.D., Schmidt-Richberg A., Säring D., Illies T., Fiehler J., Handels H.
Closing of Interrupted Vascular Segmentations: an Automatic Approach Based on Shortest Paths and Level Sets
In: Dawant B.M., Haynor D.R. (eds.), Image Processing, SPIE Medical Imaging 2010, San Diego, California, USA, SPIE, 7633, 76233G1-76233G8, 2010
Forkert N.D., Schmidt-Richberg A., Fiehler J., Illies T., Möller D., Handels H., Säring D.
Fuzzy-Based Vascular Structure Enhancement in Time-of-Flight MRA Images for Improved Segmentation
Methods of Information in Medicine, 50, 1, 74-83, 2010
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
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
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., Wolf J.C., Ehrhardt J., Schmidt-Richberg A., Handels H.
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
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
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
2009
Ehrhardt J., Schmidt-Richberg A., Werner R., Handels H.
4D Motion Modeling: Estimation of Respiratory Motion for Radiation Therapy
In: Dössel O., Schlegel W.C. (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFMBE Proceedings, Springer, Berlin Heidelberg, 25/4, 2166-2169, 2009
Ehrhardt J., Werner R., Schmidt-Richberg A., Handels H.
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
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
Schmidt-Richberg A., Handels H., Ehrhardt J.
Integrated Segmentation and Non-Linear Registration for Organ Segmentation and Motion Field Estimation in 4D CT Data
Methods of information in medicine, 48, 4, 344-9, 2009
Abstract
Schmidt-Richberg A., Ehrhardt J., Werner R., Handels H.
Integrierte Segmentierung und Trajektorienberechnung mittels diffeomorpher Registrierung in räumlich-zeitlichen CT-Bildfolgen
In: Meinzer H.P., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2009, Heidelberg, Informatik aktuell, Springer Verlag, 182-186, 2009
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
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
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

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