MIDL 2021

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

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Wilms M., Werner R., Blendowski M., Ortmüller J., Handels H.
Simulation of Range Imaging-Based Estimation of Respiratory Lung Motion: Influence of Noise, Signal Dimensionality and Sampling Patterns
Methods of Information in Medicine, 53, 4, 257-263, 2014
Wagner M., Zamelczyk-Pajewska M., Landes C., Sudhoff H., Kosmider J., Richards T., Krause U.-M., Stark R., Groh A., Weichert F. et al.
Simulating Soft Data to make Soft Data applicable to Simulation
In vivo (Athens, Greece), 20, 1, 49-54, 2006
Abstract
Wolff J., Schindler S., Lucas C., Binninger A.-S., Weinrich L., Schreiber J., Hegerl U., Möller H.E., Leitzke M., Geyer S. et al.
A semi-automated algorithm for hypothalamus volumetry in 3 Tesla magnetic resonance images
Psychiatry Research: Neuroimaging, 277, 45-51, 2018
Ha I.Y., Wilms M., Heinrich M.P.
Semantically Guided Large Deformation Estimation with Deep Networks
Sensors, 20, 5, 1392, 2020
Andersen B., Ulrich H., Kock A.-K., Wrage J.-H., Ingenerf J.
Semantic interoperability in the OR.NET project on networking of medical devices and information systems — A requirements analysis
In: IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Valencia, Spain, IEEE, 428-431, 2014
Mücke E., Handels H., Werner R.
Self-reference-based and during-registration detection of motion artifacts in spatio-temporal image data
In: Angelini E.D. (ed.), SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 105740Q-1-105740Q-7, 2018
Maier O., Wilms M., von der Gablentz J., Krämer U., Handels H.
Segmentierung von ischämischen Schlaganfall-Läsionen in multispektralen MR-Bildern mit Random Decision Forests
In: Deserno T.M., Handels H., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2014, Aachen, Informatik aktuell, Springer, Berlin Heidelberg, 156-161, 2014
Florack C., Kepp T., Hilge F., Wang-Evers M., Mannstein D., Handels H.
Segmentation of the dermal-epidermal junction in OCT image data using deep learning
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, 219-222, 2022
Hahn C., Nitschke M., Melchert U., Wessel K., Handels H., Pöppl S.J.
Segmentation of Parametric Maps by Probabilistic Relaxation
In: 3. International Conference on Functional Mapping of the Human Brain, Kopenhagen, Journal NeuroImage, Academic Press, 471, 1997
R
Kannath Kalam S., Weihsbach C., Heinrich M.P.
Revisiting the Iterative Image Registration Technique deeds in terms of Speed Performance
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, 467-470, 2022
Ortmüller J., Gauer T., Wilms M., Handels H., Werner R.
Respiratory Surface Motion Measurement by Microsoft Kinect: Implementation and Evaluation of a Clinical Setup
Current Directions in Biomedical Engineering, 1, 1, 270-273, 2015
Werner R., Gauer T., Petersen C., Wilms M., Handels H.
Respiratory Motion and its Variability in Lung and Liver SBRT: DVH Analysis Exploiting 4DCT-Based Dose Accumulation
In: 2nd ESTRO Forum 2013 of the European Society for Radiotherapy and Oncology, Geneva, Switzerland, Radiotherapy and Oncology, 106 (Suppl. 2), S166-S167, 2013
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
PDF
Andersen B., Ulrich H., Rehmann D., Kock A.-K., Wrage J.-H., Ingenerf J.
Reporting Device Observations for semantic interoperability of surgical devices and clinical information systems
In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Milan, Italy, IEEE, 1725-1728, 2015
Ortmüller J., Werner R., Wilms M., Handels H., Gauer T.
Repiratory Surface Motion Measurement by Microsoft Kinect: Implementation and Evaluation of a clinical Setup
In: Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., et al (eds.), Student Conference 2015, Medical Engineering Science, Lübeck, 135-138, 2015
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
Ehrhardt J., Werner R., Frenzel T., Säring D., Lu W., Low D., Handels H.
Reconstruction of 4D-CT Datasets from 3D Data Segments Acquired During Free Breathing for the Analysis of Respiratory Motion
In: Reinhardt J.M., Pluim P.W. (eds.), Image Processing, SPIE Medical Imaging 2006, San Diego, Vol. 6144, 6144214-1-6144214-8, 2006
PDF
Frenzel T., Werner R., Säring D., Ehrhardt J., Lu W., Low D., Handels H.
Reconstruction of 4D-CT Datasets from 3D Data Segments Acquired During Free Breathing
In: Boenick U., Bolz A. (eds.), 14th International Conference on Medical Physics, Biomedizinische Technik, Vol. 50, Supplementary, Vol. 1, Part 2, 909-910, 2005
Mastmeyer A., Wilms M., Fortmeier D., Schröder J., Handels H.
Real-Time Ultrasound Simulation for Training of US-Guided Needle Insertion in Breathing Virtual Patients.
Studies in health technology and informatics, 220, 219-26, 2016
Abstract
Maier O., Wilms M., Handels H.
Random Forests with Selected Features for Stroke Lesion Segmentation
In: MICCAI Challenge on Ischemic Stroke Lesion Segmentation, ISLES 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, 17-22, 2015
Q
Uzunova H., Kaftan P., Wilms M., Forkert N.D., Handels H., Ehrhardt J.
Quantitative Comparison of Generative Shape Models for Medical Images
In: Tolxdorff T., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Palm C. (eds.), Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 201-207, 2020
Frenzel T., Grohmann C., Ide K., Werner R., Albers D., Cremers F.
Qualitätssicherung für 4D-CT-Scanner
In: 3 Ländertagung der ÖGMP, DGMP und SGSMP: 2011-Medizinische Physik, Wien, Österreich, 24-25, 2011
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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
PDF
Wiedekopf J., Drenkhahn C.M., Ulrich H., Kock-Schoppenhauer A.-K., Ingenerf J.
Providing ART-DECOR ValueSets via FHIR Terminology Servers – A Technical Report
Studies in Health Technology and Informatics, 283, 127-135, 2021
Andersen B., Kock A.-K., Wrage J.-H., Ingenerf J.
Propagation of Patient Data from IT Systems to Medical Devices
In: Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, Chicago, USA, 2014
Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., Hellbrück H., Hübner C., Hüttmann G. et al. (eds.)
Proceedings, Student Conference 2015, Medical Engineering Science
Infinite Science Publishing, Lübeck, 2015
Hahn C., Handels H., Nitschke M., Melchert U., Pöppl S.J.
Probabilistische Relaxation zur Segmentierung aktivierter Hirnregionen in fMRT-Daten
In: Paulus E., Wahl F.M. (eds.), Mustererkennung 1997, 19. DAGM-Symposium, Informatik aktuell, Springer, Berlin, 323-330, 1997
Arizpe-Gomez P., Harms K., Fudickar S., Janitzky K., Witt K., Hein A.
Preliminary Viability Test of a 3-D-Consumer-Camera-Based System for Automatic Gait Feature Detection in People with and without Parkinson's Disease
In: Proceedings of IEEE International Conference on Healthcare Informatics (ICHI), Oldenburg, Germany, IEEE, 1-7, 2020
Abstract
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
Mastmeyer A., Wilms M., Handels H.
Populationsbasierte 4D Bewegungsatlanten für VR Simulationen
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, 200, 2018
Mastmeyer A., Wilms M., Handels H.
Population-based Respiratory 4D Motion Atlas Construction and its Application for VR Simulations of Liver Punctures
In: Angelini E.D. (ed.), SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 1057417-1-1057417-7, 2018
Wilms M., Werner R., Yamamoto T., Handels H., Ehrhardt J.
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
PDF
Werner R., Ehrhardt J., Schmidt R., Handels H.
Patient-Specific Finite Element Modeling of Respiratory Lung Motion Using 4D CT Image Data
Medical Physics, 36, 5, 1500, 2009
Ehrhardt J., Wilms M., Handels H.
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
PDF
Wilms M., Handels H., Ehrhardt J.
Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix Completion
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, 215-216, 2017
O
Rockstroh M., Franke S., Hofer M., Will A., Kasparick M., Andersen B., Neumuth T.
OR.NET: Multi-perspective Qualitative Evaluation of an Integrated Operating Room based on IEEE 11073 SDC
International Journal of Computer Assisted Radiology and Surgery, 12, 8, 1461-1469, 2017
Fortmeier D., Mastmeyer A., Handels H.
Optimized Image-Based Soft Tissue Deformation Algorithms for Visualization of Haptic Needle Insertion
In: Westwood J.D., Westwood S.W., Felländer-Tsai L., Haluck R.S., Robb R.A., Senger S., Vosburgh K.G. (eds.), Medicine Meets Virtual Reality 20, MMVR 2013, San Diego USA, Stud Health Technol Inform, IOS Press,, 184, 136-140, 2013
Duscha C., Werner R., Handels H.
Optimization of the Detection Performance of Förstner-Rohr-Type Operators in Abdominal and Thoracic Tomographic Image Data
In: Buzug T.M., Ehrhardt J., Handels H., Ingenerf J., et al (eds.), Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 35-38, 2013
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
Ehrhardt J., Werner R., Säring D., Frenzel T., Lu W., Low D., Handels H.
An optical flow based method for improved reconstruction of 4D CT data sets acquired during free breathing.
Medical physics, 34, 2, 711-21, 2007
Abstract
Handels H., Roßmanith C., Rinast, E, Weiss H.-D., Pöppl S.J.
Objektbezogene Bildanalyse von Hirntumoren zur Unterstützung der neuroradiologischen Diagnostik
In: Trampisch H.J., Lange S. (eds.), 40. Jahrestagung der GMDS 1995, Bochum, Medizinische Forschung - Ärztliches Handeln, MMV Verlag, München, 232-235, 1995
N
Rexilius J., Warfield S.K., Guttmann C.R.G., Wei X., Benson R., Wolfson L., Shenton M., Handels H., Kikinis R.
A Novel Nonrigid Registration Algorithm and Applications
In: Niessen W.J., Viergever M.A. (eds.), Fourth International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2001, Ütrecht, Springer Verlag, 923-93, 2001
Handels H., Ross T., Kreusch J., Wolff H.H., Pöppl S.J.
New Approach for Automatic Recognition of Melanoma in Profilometry: Optimized Feature Selection using Genetic Algorithms
In: Kim Y., Dobbins III J.T., Hoffman E.A., Hanson K.M., Shung K.K. (eds.), SPIE 1998, SPIE Proceedings, SPIE, 3338, 684-692, 1998
Wagner M., Linder R., Anhenn O., Ebsen M., Schwarze J., Sudhoff H., Pöppl S.J., Theegarten D.
Neue diagnostische Möglichkeiten im Tierversuch durch multivariate Auswertung plethysmographischer Variablen per artifiziellem neuronalen Netzwerk (ANN)
In: 38. Tagung der Gesellschaft für Lungen- und Atmungsforschung, Bochum, Pneumologie, 11, 744-5, 2002
M
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
PDF
Wessel J., Heinrich M.P.
Multiple Landmark Localization in medical CT Scans using Deep Neural Networks with Heatmap Regression
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 197-200, 2018
Brügge N.S., Grasshoff J., Weigenand A., Rostalski P.
Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants
In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1341-1345, 2022
Wilms M., Handels H., Ehrhardt J.
Multi-resolution multi-object statistical shape models based on the locality assumption.
Medical image analysis, 38, 17-29, 2017
Abstract PDF
Ha I.Y., Wilms M., Heinrich M.P.
Multi-object segmentation in chest X-ray using cascaded regression ferns
In: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung in der Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 254-259, 2017
Heinrich M.P., Wilms M., Handels H.
Multi-Atlas Segmentation using Patch-Based Joint Label Fusion with Non-Negative Least Squares Regression
In: MICCAI Workshop on Patch-based Techniques in Medical Imaging, Patch-MI 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, Lecture Notes in Computer Science, LNCS Vol. 9467, 146-153, 2015

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