MIDL 2021

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

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2022
Raasch M., Grzegorzek M.
Automatic Nightmare Recognition Using Convolutional Neural Network
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, 187-190, 2022
Rosenau L., Majeed R.W., Ingenerf J., Kiel A., Kroll B., Köhler T., Prokosch H.-U., Gruendner J.
Generation of a Fast Healthcare Interoperability Resources (FHIR)-based Ontology for Federated Feasibility Queries in the Context of COVID-19: Feasibility Study
JMIR Medical Informatics, 10, 4, e35789, 2022
Schneider F., Ehrhardt J.
Analysis and implementation of semi-supervised segmentation methods using autoencoders
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, 479-482, 2022
Schumacher M., Bade R., Genz A., Heinrich M.P.
Iterative 3D CNN based Segmentation of Vascular Trees in Liver CT
In: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 7-12, 2022
Seitzer C., Piet A., Schilling F., Grzegorzek M.
Improving the Usability of a User Interface for the Creation of PCR Test Specifications
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, 113-116, 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
Stein A., Otte K., Röhling H.M., Li F., Nisar M.A., Grzegorzek M.
Segmentation of infants in depth data: Evaluation of thresholding approaches
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, 307-310, 2022
Trense C., Piet A., Huang X., Grzegorzek M.
Comparison of Data Augmentation Techniques for PhenotypeData of Parkinson’s Patients
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, 207-210, 2022
Ulrich H., Uzunova H., Handels H., Ingenerf J.
Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks.
Studies in health technology and informatics, 294, 357-361, 2022
Uzunova H., Handels H., Ehrhardt J.
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
In: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:81, 2022
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., Basso L., Ehrhardt J., Handels H.
Synthesis of annotated pathological retinal OCT data with pathology-induced deformations
In: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:197, 2022
Uzunova H., Wilms M., Forkert N.D., Handels H., Ehrhardt J.
A systematic comparison of generative models for medical images
International Journal of Computer Assisted Radiology and Surgery, 1-12, 2022
Vogl K., Ingenerf J., Kramer J., Chantraine C., Drenkhahn C.M.
LUMA: A Mapping Assistant for Standardizing the Units of LOINC-Coded Laboratory Tests
Applied Sciences, 12, 12, 5848, 2022
Abstract
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
Wiedekopf J., Ulrich H., Drenkhahn C.M., Kock-Schoppenhauer A.-K., Ingenerf J.
TermiCron – Bridging the Gap between FHIR Terminology Servers and Metadata Repositories
Studies in Health Technology and Informatics, 290, 71-75, 2022
Abstract
Wiedekopf J., Drenkhahn C.M., Rosenau L., Ulrich H., Kock-Schoppenhauer A.-K., Ingenerf J.
TerminoDiff – Detecting Semantic Differences in HL7 FHIR CodeSystems
Studies in Health Technology and Informatics, 294, 362--366, 2022
Abstract
In Press
Ehrhardt J., Wilms M.
Autoencoders and Variational Autoencoders in Medical Image Analysis
In: Burgos N., Svoboda D. (eds.), Biomedical Image Synthesis and Simulations: Methods and Applications, Academic Press, In Press
Löbe M., Ulrich H., Beger C., Bender T., Bauer C., Sax U., Ingenerf J., Winter A.
Improving Findability of Digital Assets in Research Data Repositories Using the W3C DCAT Vocabulary
Studies in Health Technology and Informatics, In Press
Strenge P., Lange B., Grill C., Draxinger W., Danicke V., Theisen-Kunde D., Hagel C., Spahr-Hess S., Bonsanto M.M., Huber R. et al.
Registration of histological brain images onto optical coherence tomography images based on shape information
Physics in Medicine & Biology, In Press
Ulrich H., Kock-Schoppenhauer A.-K., Deppenwiese N., Gött R., Kern J., Lablans M., Majeed R.W., Stöhr M., Stausberg J., Varghese J. et al.
Understanding the Nature of Metadata – A Systematic Review
Journal of Medical Internet Research, In Press

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