MIDL 2021

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

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2022
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
Fudickar S., Pauls A., Lau S., Hellmers S., Gebel K., Diekmann R., Bauer J.M., Hein A., Koppelin F.
Measurement System for Unsupervised Standardized Assessments of Timed Up and Go Test and 5 Times Chair Rise Test in Community Settings — A Usability Study
Sensors, 22, 731, 2022
Abstract
Kondeti R.R., Himstedt M., Heinrich M.P.
Monocular Depth Estimation for Bronchoscopic Navigation
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, 471-474, 2022
Neumann A., Kock-Schoppenhauer A.-K., Grabow D., Walz D., Filbert A.-L., Langer T., Ingenerf J.
Mapping, Modeling and Standardization of Clinical Data into the HL7 FHIR Specification for the EU Project PanCareSurPass
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, 273-276, 2022
Ohlsen T., Kruse V., Krupar R., Banach A., Ingenerf J., Drenkhahn C.M.
Mapping of ICD-O tuples to OncoTree codes using SNOMED CT post-coordination
Medical Informatics Europe, 294, 307--311, 2022
Abstract
Ohlsen T., Drenkhahn C.M., Kruse V., Banach A., Ingenerf J.
Mapping von ICD-O-Tupeln auf den OncoTree durch die Verwendung von SNOMED CT-Postkoordination
In: 16. DVMD-Fachtagung, Leipzig, 2022
Stahr B., Fudickar S., Lins C.
Mobile Applications for Self-management of Chronic Diseases: A Systematic Review
In: Bier N., Fred A., Gamboa H. (eds.), Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHInf, INSTICC - Institute for Systems and Technologies of Information, Control and Communication, 542-548, 2022
Abstract
2021
Fudickar S., Nustede E.J., Dreyer E., Bornhorst J.
Mask R-CNN Based C. Elegans Detection with a DIY Microscope
Biosensors, 11, 8, 2021
Abstract
Kock-Schoppenhauer A.-K., Schreiweis B., Ulrich H., Reimer N., Wiedekopf J., Kinast B., Busch H., Bergh B., Ingenerf J.
Medical Data Engineering – Theory and Practice
In: Bellatreche L., Chernishev G., Corral A., Ouchani S., Vain J. (eds.), Advances in Model and Data Engineering in the Digitalization Era. MEDI 2021, Communications in Computer and Information Science, Springer, Cham, 1481, 2021
Kruse C., Hansen L., Heinrich M.P.
Multi-modal Unsupervised Domain Adaptation for Deformable Registration Based on Maximum Classifier Discrepancy
In: Palm C., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2021, Regensburg, Informatik aktuell, Springer Vieweg, Wiesbaden, 192-197, 2021
Riech K., Ulrich H., Ingenerf J., Andersen B.
Mapping of Medical Device Data from IEEE 11073-10207 to HL7 FHIR
GMS Medizinische Informatik, Biometrie und Epidemiologie, 17, 2, 2021
2020
Banach A., Kock-Schoppenhauer A.-K., Ulrich H., Ingenerf J.
MetaCheck – a Web Application for the Automatic Evaluation of Metadata in Healthcare
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, 143-146, 2020
Blendowski M., Bouteldja N., Heinrich M.P.
Multimodal 3D medical image registration guided by shape encoder–decoder networks
International Journal of Computer Assisted Radiology and Surgery, 15, 269-276, 2020
Diekmann R., Hellmers S., Elgert L., Fudickar S., Heinks A., Lau S., Bauer J.M., Zieschang T., Hein A.
Minimizing comprehensive geriatric assessment to identify deterioration of physical performance in a healthy community-dwelling older cohort: longitudinal data of the AEQUIPA Versa study
Aging Clinical and Experimental Research, Springer International Publishing, 2020
Abstract
Fudickar S., Hellmers S., Lau S., Diekmann R., Bauer J.M., Hein A.
Measurement System for Unsupervised Standardized Assessment of Timed “Up & Go” and Five Times Sit to Stand Test in the Community—A Validity Study
Sensors, 20, 10, 2824, 2020
Abstract
Khan M.H., Zöller M., Farid M.S., Grzegorzek M.
Marker-Based Movement Analysis of Human Body Parts in Therapeutic Procedure
Sensors, 20, 11, 3312, 2020
Uzunova H., Ehrhardt J., Handels H.
Memory-efficient GAN-based domain translation of high resolution 3D medical images
Computerized Medical Imaging and Graphics, 86, 101801, 2020
Uzunova H., Ehrhardt J., Jacob F., Frydrychowicz A., Handels H.
Multi-Scale GANs for Memory-Effcient Generation of High Resolution 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, 286, 2020
2019
Bornhorst J., Nustede E., Fudickar S.
Mass Surveilance of C. elegans - Smartphone-Based DIY Microscope and Machine-Learning-Based Approach for Worm Detection
Sensors, MDPI AG, 19, 6, 1468, 2019
Deppenwiese N., Duhm-Harbeck P., Ingenerf J., Ulrich H.
MDRCupid - A Configurable Metadata Matching Toolbox
In: MedInfo, Lyon, Stud Health Technol Inform, 264, 88-92, 2019
Ha I.Y., Wilms M., Handels H., Heinrich M.P.
Model-based Sparse-to-dense Image Registration for Realtime Respiratory Motion Estimation in Image-guided Interventions
IEEE Transactions on Biomedical Engineering, 66, 2, 302-310, 2019
PDF
Hansen L., Diesel J., Heinrich M.P.
Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point Clouds
In: Computer Vision – ECCV 2018 Workshops, Cham, Lecture Notes in Computer Science, Springer, 11131, 4413, 456-469, 2019
Hellmers S., Fudickar S., Lau S., Elgert L., Diekmann R., Bauer J.M., Hein A.
Measurement of the Chair Rise Performance of Older People Based on Force Plates and IMUs
Sensors, 19, 6, 1370, 2019
Abstract
Hering A., Kuckertz S., Heldmann S., Heinrich M.P.
Memory-efficient 2.5D convolutional transformer networks for multi-modal deformable registration with weak label supervision applied to whole-heart CT and MRI scans
International Journal of Computer Assisted Radiology and Surgery, 14, 11, 1901-1912, 2019
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
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
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
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
Lucas C., Kemmling A., Madany Mamlouk A., Heinrich M.P.
Multi-scale neural network for automatic segmentation of ischemic strokes on acute perfusion images
In: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), Washington, DC, IEEE, 1118-1121, 2018
Salma N., Evers M., Casper M.J., Droigk C., Kepp T., Handels H., Dieter M.
Mouse Model of Cold-Induced Localized Fat Loss (Selective Cryolipolysis)
In: Lasers in Surgery and Medicine, Wiley, 50, 19-20, 2018
Schultz S., Handels H., Ehrhardt J.
A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registration
In: Angelini E.D. (ed.), SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 105740O-1-105740O-8, 2018
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
2017
Bouteldja N., Wilms M., Handels H., Säring D., Ehrhardt J.
Model-Based 4D Segmentation of Cardiac Structures in Cine MRI Sequences
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, 18-23, 2017
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., Oster J.
MRI Whole Heart Segmentation using Discrete Nonlinear Registration and Fast Non-Local Fusion
In: International Workshop on Statistical Atlases and Computational Modeling of the Heart, Springer, Cham, 233-241, 2017
Ulrich H., Kock-Schoppenhauer A.-K., Andersen B., Duhm-Harbeck P., Ingenerf J.
Mapping clinical care and research data to HL7 FHIR to improve sharing and reuse
In: Informatics for Health 2017, Manchester Central, UK, 2017
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
2016
Baake M., Drenkhahn C.M., Deppenwiese N., Kock A.-K., Ingenerf J.
Mobile Studiendokumentation auf Grundlage von HL7 FHIR-Ressourcen
In: HEC 2016: Health - Exploring Complexity; Joint Conference of GMDS, DGEpi, IEA-EEF, EFMI, München, 2016
Degen J., Heinrich M.P.
Multi-Atlas Based Pseudo-CT Synthesis using Multimodal Image Registration and Local Atlas Fusion Strategies
In: Workshop on Biomedical Image Registration (WBIR) 2016 (CVPR Workshop), Las Vegas, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 160-168, 2016
PDF
Ha I.Y., Wilms M., Heinrich M.P.
Model-based Respiratory Motion Compensation in MRI-guided Radiotherapy
In: Buzug T.M., Handels H. (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 239-242, 2016
Heinrich M.P., Blendowski M.
Multi-Organ Segmentation using Vantage Point Forests and Binary Context Features
In: 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2016, Athen, Springer, 598-606, 2016
PDF
Krüger J., Ehrhardt J., Handels H.
Multi-level approach for statistical appearance models with probabilistic correspondences
In: Styner M.A., Angelini E.D. (eds.), SPIE Medical Imaging 2016: Image Processing, San Diego, California, United States, SPIE, 9784, 978433-978433-6, 2016
Landwehr L., Bouwman C., Aben J.P., Prinzen F.W., Heinrich M.P.
Myocardial Strain Measurement – A Registrational Method with Block Matching Approach–
In: Buzug T.M., Handels H. (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 195-198, 2016
Polzin T., Niethammer N., Heinrich M.P., Handels H., Modersitzki J.
Memory Efficient LDDMM for Lung CT
In: 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2016, Athen, Springer, 28-36, 2016
Ulrich H., Kock A.-K., Duhm-Harbeck P., Habermann J.K., Ingenerf J.
Metadata Repository for Improved Data Sharing and Reuse Based on HL7 FHIR.
Studies in health technology and informatics, 228, 162-6, 2016
Abstract
Wilms M., Ha I.Y., Handels H., Heinrich M.P.
Model-based Regularisation for Respiratory Motion Estimation with Sparse Features in Image-guided Interventions
In: Ourselin S., Joskowicz L., Sabuncu M.R., Unal G., Wells W. (eds.), 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2016, Athen, Image Processing, Computer Vision, Pattern Recognition, and Graphics, Springer International Publishing, 9902, 89-97, 2016
PDF
2015
Dickhaus H., Handels H.
Medizinische Bildverarbeitung
In: Biomedizinische Technik - Medizinische Informatik, Dickhaus H., Knaup-Gregori P. (eds.), Biomedizinische Technik, Walter de Gruyter GmbH & Co KG, 244-283, 2015
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
Heinrich M.P., Maier O., Handels H.
Multi-modal Multi-Atlas Segmentation using Discrete Optimisation and Self-Similarities
In: VISCERAL Anatomy3 Segmentation Challenge co-located with IEEE International Symposium on Biomedical Imaging - ISBI 2015, Procceedings, VISCERAL@ISBI 2015, CEUR-WS.org, 2015
PDF
Ingenerf J., Andersen B.
Managing the Data Exchange Between a Service-Oriented Medical Device Architecture and Hospital Information Systems
In: 49th annual conference of the German Society for Biomedical Engineering (BMT 2015), Lübeck, 2015

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