MIDL 2021

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

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Uzunova H., Ehrhardt J., Jacob F., Frydrychowicz A., Handels H.
Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images
In: 22nd International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2019, Shenzen, China, 11769, 112-120, 2019
Uzunova H., Kruse J., Kaftan P., Wilms M., Forkert N.D., Handels H., Ehrhardt J.
Analysis of Generative Shape Modeling Approaches
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, 344-349, 2021
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
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
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
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
PDF
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
V
Ververs S., Ulrich H., Ingenerf J.
Concept for a Consent-Based Access Model for HAPI FHIR Servers
In: Buzug T.M., Handels H., Klein S., Mertins A. (eds.), Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 293-296, 2019
Vogl K.M., Ulrich H., Ingenerf J.
Generation of message transformers based on HL7 FHIR StructureMaps within the interface engine Mirth Connect
In: Buzug T.M., Handels H., Klein S., Mertins A. (eds.), Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 131-134, 2020
Vogt N., Lorenz C., Brosch T., Heinrich M.P.
Deep learning for spinal centerline extraction
In: Buzug T.M., Handels H. (eds.), Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 229-232, 2017
Vothknecht E., Coleca F., Klement S., Handels H.
Head-to-Steering-Wheel Distance Estimation Based on a Monocular RGB Camera with Convolutional Neuronal Networks
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 291-294, 2018
W
Walter J., Liebenow L., Hoffmann R., Grzegorzek M.
Detecting behavioral changes of an individual using a Random Forest classifier on floor sensor data
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, 203-206, 2022
Weller D., Hansen L., Blendowski M., Heinrich M.P.
Transferring a Deep Cityscape Synthesis Approach to the Medical Domain
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 91-94, 2018
Wendland H., Klinder T., Ehrhardt J., Wiemker R.
Lung Fissure Detection Using a Line Enhancing Filter
In: Buzug T.M., Ehrhardt J., Handels H., Ingenerf J., et al (eds.), Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 23-26, 2013
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
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
Werner R., Schmidt-Richberg A., Cremers F., Ehrhardt J., Handels H.
3D-Trajektorienberechnung und Bewegungsanalyse in thorakalen 4D-CT-Bilddaten zur optimierten Strahlentherapie von Lungentumorpatienten
In: Bartz D., Bohn S., Jürgen H. (eds.), 7. Jahrestagung der Deutschen Gesellschaft für Computer und Roboterassistierte Chirurgie, CURAC 2008, Leipzig, Tagungsband, 119-122, 2008
Werner R., Ehrhardt J., Schmidt R., Handels H.
Modeling Respiratory Lung Motion - A Biophysical Approach using Finite Element Methods
In: Hu X.P., Clough A.V. (eds.), Physiology, Function, and Structure from Medical Images, SPIE Medical Imaging 2008, San Diego, Vol. 6916, 0N-1-0N-11, 2008
PDF
Werner R., Gauer T., Schmidt R., Handels H.
Dosimetrische Effekte atmungsbedingter Bewegungen auf die intensitätsmodulierte Strahlentherapie
In: 14. Jahreskongress der Deutschen Gesellschaft für Radioonkologie und 25. Jahrestagung der Österreichischen Gesellschaft für Radioonkologie, Radiobiologie und Medizinische Strahlenphysik, Wien, Strahlenther Onkol, 184 (Sondernr 1), 5, 2008
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., White B., Schwenke M., Handels H., Lu W., Low D.A.
Virtual Spirometry: Utilizing an Abdominal Bellows System for Quantitatively Gating in 4D CT Acquisition
In: Dössel O., Schlegel W.C. (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFMBE Proceedings, Springer, Berlin Heidelberg, 25/1, 855-858, 2009
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
PDF
Werner R., Fehlauer F., Ehrhardt J., Albers D., Cremers F., Schmidt R., Handels H.
Impact of Breathing Phase on Thoracic Dose Distribution - an IMRT Treatment Planning Study using 4D CT Image Data
In: 9th Biennial ESTRO Meeting on Physics and Radiation Technology For Clinical Radiotherapy of the European Society of Therapeutic Radiology, ESTRO 2007, Barcelona, Radiotherapy & Oncology, 84 (Supplement 1), 153, 2007

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