MIDL 2021

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

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2019
Ulrich H., Kern J., Tas D., Kock-Schoppenhauer A.-K., Ückert F., Ingenerf J., Lablans M.
QL4MDR: a GraphQL query language for ISO 11179-based metadata repositories
BMC Medical Informatics and Decision Making, 19, 1, 45, 2019
Abstract
Ulrich H., Kern J., Kock-Schoppenhauer A.-K., Lablans M., Ingenerf J.
Towards a Federation of Metadata Repositories: Addressing Technical Interoperability
In: GMDS 2019, Dortmund, Stud Health Technol Inform, 267, 74-80, 2019
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., Ehrhardt J., Kepp T., Handels H.
Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders
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, 197, 2019
Uzunova H., Ehrhardt J., Kepp T., Handels H.
Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations using Variational Autoencoders
In: SPIE 10949, Medical Imaging 2019: Image Processing, San Diego, USA, 10949, 1094911-1-1094911-8, 2019
PDF
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., 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
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
Wiedekopf J., Becker T., Ingenerf J.
Human-Readable Data Export of Medical Documentation
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, 277-280, 2019
Wortmann J., Westerhoff V., Schenkat F., Ingenerf J.
Integration of Operational Data from Mobile Ambulances into the Digital Pre-Registration System
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, 289-292, 2019
Xiao Y., Rivaz H., Chabanas M., Fortin M., Machado I., Ou Y., Heinrich M.P., Schnabel J.A., Zhong X., Maier A. et al.
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge
IEEE Transactions on Medical Imaging, 39, 3, 777-786, 2019
Zhuang X., Li L., Payer C., Štern D., Urschler M., Heinrich M.P., Oster J., Wang C., Smedby Ö., Bian C. et al.
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge
Medical Image Analysis, 58, 101537, 2019
Zimmer S., Sparborth T., Handels H.
Implementation of automatic marker recognition in real time in a learning software for medical training simulators
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, 149-152, 2019
2018
Blendowski M., Heinrich M.P.
3D-CNNs for Deep Binary Descriptor Learning in Medical Volume Data
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, 23-28, 2018
Bouteldja N., Heinrich M.P.
Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 229-232, 2018
Bullmann M., Fetzer T., Ebner F., Deinzer F., Grzegorzek M.
Fast Kernel Density Estimation Using Gaussian Filter Approximation
In: International Conference on Information Fusion (FUSION) 2018, Cambridge, United Kingdom, IEEE, 1233-1240, 2018
Buzug T.M., Handels H., Klein S. (eds.)
Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomedical Engineering
Infinite Science Publishing, Lübeck, 2018
Delforouzi A., Pamarthi B., Grzegorzek M.
Training-Based Methods for Comparison of Object Detection Methods for Visual Object Tracking
Sensors, 18, 11, 3994, 2018
Deppenwiese N., Ulrich H., Ingenerf J.
Connecting MOLGENIS to HL7 FHIR: Transformation from Questionnaires to EMX
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 333-336, 2018
Drenkhahn C.M., Ulrich H., Duhm-Harbeck P., Ingenerf J.
Mapping of Laboratory Services included in an Internal Catalog to SNOMED CT using the UMLS
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 337-340, 2018
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
Fetzer T., Ebner F., Bullmann M., Deinzer F., Grzegorzek M.
Smartphone-Based Indoor Localization within a 13th Century Historic Building
Sensors, 18, 12, 2018
Fleitmann M., Seebaß M., Westerhoff M., Stalling D., Heinrich M.P., Blendowski M.
Classification of axial CT Images using Deep Learning for determining a Standard Coordinate System
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 247-250, 2018
Fudickar S., Stolle C., Volkening N., Hein A.
Scanning Laser Rangefinders for the Unobtrusive Monitoring of Gait Parameters in Unsupervised Settings
Sensors, Multidisciplinary Digital Publishing Institute, 18, 10, 3424, 2018
Abstract
Fudickar S., Kiselev J., Frenken T., Wegel S., Dimitrowska S., Steinhagen-Thiessen E., Hein A.
Validation of the ambient TUG chair with light barriers and force sensors in a clinical trial
Assistive Technology, Taylor & Francis, 2018
Abstract
Grünewald A., Li F., Kampling H., Krönert D., Pöhler J., Littau J., Schnieber K., Piet A., Niehaves B., Grzegorzek M. et al.
Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning
In: 18th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2018), Taichung, Taiwan, IEEE, 2018
Grzegorzek M., Gertych A., Aumayr G., Piętka E.
Special Issue on Active and Assisted Living
Computers in Biology and Medicine, Elsevier, 95, 234-306, 2018
Grzegorzek M., Gertych A., Aumayr G., Piętka E.
Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance.
Computers in biology and medicine, 95, 234-235, 2018
Heinrich M.P., Oktay O.
Exploring Sparsity in CNNs for Medical Image Segmentation BRIEFnet
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, 40-41, 2018
Heinrich M.P., Oktay O., Bouteldja N.
OBELISK – One Kernel to Solve Nearly Everything:Unified 3D Binary Convolutions for Image Analysis
In: Conference on Medical Imaging with Deep Learning (MIDL 2018), 2018
Heinrich M.P., Blendowski M., Oktay O.
TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary Convolutions
International Journal of Computer Assisted Radiology and Surgery, 13, 9, 1311-1320, 2018
Hellmers S., Fudickar S., Dasenbrock L., Heinks A., Bauer J.M., Hein A.
A Model-Based Approach for Jump Analyses Regarding Strength and Balance
In: Nathalia P., Silveira M., H. A.H., Carlos M., van den L B.E. (eds.), Biomedical Engineering Systems and Technologies, Cham, Springer International Publishing, 354-375, 2018
Abstract
Hellmers S., Kromke T., Dasenbrock L., Heinks A., Bauer J.M., Hein A., Fudickar S.
Stair Climb Power Measurements via Inertial Measurement Units - Towards an Unsupervised Assessment of Strength in Domestic Environments
In: Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5: HEALTHINF, 39-47, 2018
Abstract
Hellmers S., Izadpanah B., Dasenbrock L., Diekmann R., Bauer J.M., Hein A., Fudickar S.
Towards an Automated Unsupervised Mobility Assessment for Older People Based on Inertial TUG Measurements
Sensors, 18, 10, 2018
Abstract
Kasparick M., Schmitz M., Andersen B., Rockstroh M., Franke S., Schlichting S., Golatowski F., Timmermann D.
OR.NET: A Service-Oriented Architecture for Safe and Dynamic Medical Device Interoperability
Biomedizinische Technik. Biomedical engineering, 63, 1, 11-30, 2018
Abstract
Kepp T., Droigk C., Casper M., Evers M., Salma N., Manstein D., Handels H.
Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-Bilddaten
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, 203, 2018
Kepp T., Droigk C., Casper M., Evers M., Salma N., Manstein D., Handels H.
Segmentation of subcutaneous fat within mouse skin in 3D OCT image data using random forests
In: SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 1057426-1-1057426-8, 2018
PDF
Kern J., Tas D., Ulrich H., Schmidt E.E., Ingenerf J., Ückert F., Lablans M.
A Method to Use Metadata in Legacy Web Applications: The Samply.MDR.Injector
Studies in health technology and informatics, 253, 45-49, 2018
Abstract
Khan M.H., Helsper J., Farid M.S., Grzegorzek M.
A computer vision-based system for monitoring Vojta therapy.
International journal of medical informatics, 113, 85-95, 2018
Abstract
Khan M.H., Farid M.S., Zahoor M., Grzegorzek M.
Cross- View Gait Recognition Using Non-Linear View Transformations of Spatiotemporal Features
In: 25th IEEE International Conference on Image Processing (ICIP) 2018, Athens, Greece, IEEE, 773-777, 2018
Khan M.H., Schneider M., Farid M.S., Grzegorzek M.
Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model.
Sensors (Basel, Switzerland), 18, 10, 2018
Abstract
Khan M.H., Farid M.S., Grzegorzek M.
Spatiotemporal features of human motion for gait recognition
Signal, Image and Video Processing, 2018
Khan M.H., Farid M.S., Grzegorzek M.
Using a generic model for codebook-based gait recognition algorithms
In: International Workshop on Biometrics and Forensics (IWBF) 2018, Sassari, Italy, IEEE, 1-7, 2018
Kock-Schoppenhauer A.-K., Hartung L., Ulrich H., Duhm-Harbeck P., Ingenerf J.
Practical Extension of Provenance to Healthcare Data Based on the W3C PROV Standard
Studies in health technology and informatics, 253, 28-32, 2018
Abstract
Köping L., Shirahama K., Grzegorzek M.
A general framework for sensor-based human activity recognition.
Computers in biology and medicine, 95, 248-260, 2018
Abstract
Kosov S., Shirahama K., Li C., Grzegorzek M.
Environmental microorganism classification using conditional random fields and deep convolutional neural networks
Pattern Recognition, 77, 248-261, 2018
Krönert D., Grünewald A., Li F., Grzegorzek M., Brück R.
Sensor Headband for Emotion Recognition in a Virtual Reality Environment
In: 6th International Conference on Information Technologies in Biomedicine (ITIB 2018), Kamień Śląski, Poland, Springer, 539-548, 2018
Krüger J., Ehrhardt J., Handels H.
Probabilistic Appearance Models for Medical Image Analysis
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, 37-38, 2018
Lagodzinski P., Shirahama K., Grzegorzek M.
Codebook-based electrooculography data analysis towards cognitive activity recognition.
Computers in biology and medicine, 95, 277-287, 2018
Abstract
Laule D., Diesel J., Heinrich M.P.
Occlusion Estimation in 3D Point Clouds using Visual Data from Home Care Scenarios
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 185-188, 2018

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