MIDL 2021

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

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2021
Amjad F., Khan M.H., Nisar M.A., Farid M.S., Grzegorzek M.
A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data
Sensors, MDPI, 21, 7, 2368, 2021
Andresen J., Kepp T., Ehrhardt J., von der Burchard C., Roider J., Handels H.
CNN-based joint non-correspondence detection and registration of retinal optical coherence tomography images
In: CARS 2021: Computer Assisted Radiology and Surgery Proceedings of the 35th International Congress and Exhibition, June 21-25, 2021, Munich, Germany, International Journal of Computer Assisted Radiology and Surgery, 16, 20-21, 2021
Andresen J., Uzunova H., Ehrhardt J., Handels H.
New Multiple Sclerosis Lesion Detection with Convolutional Neural Registration Networks
In: Commowick O., Cervenansky F., Cotton F., Dojat M. (eds.), Proceedings of the 2nd MICCAI challenge on multiple sclerosis new lesions segmentation challenge using a data management and processing infrastructure — MICCAI-MSSEG-2, 111-114, 2021
Banach A., Ulrich H., Kroll B., Kiel A., Ingenerf J., Kock-Schoppenhauer A.-K.
APERITIF – Automatic Patient Recruiting for Clinical Trials Based on HL7 FHIR
Studies in Health Technology and Informatics, 281, 58-62, 2021
Banach A., Kock-Schoppenhauer A.-K., Ulrich H., Ingenerf J.
The Automatic Evaluation of Metadata in Healthcare
GMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
Barkow L., Meincke O., Ulrich H., Ingenerf J.
Fit for Purpose: Analyzing the Loss of Data integrating the Archiving and Exchange Interface for Medical Practice Management Systems
Studies in Health Technology and Informatics, 278, 80-85, 2021
Basso L., Oehler M., Grzegorzek M.
Breathing Rate Estimation during Sleep using Capacitive ECG Electrodes
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 211-214, 2021
Benecke S., Frischke M., Diesel J., Heinrich M.P.
Improvement of Machine Learning Algorithms for Object Detection
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 325-328, 2021
Bigalke A., Hansen L., Heinrich M.P.
End-to-end learning of body weight prediction from point clouds with basis point sets
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, 254-259, 2021
Blendowski M., Hansen L., Heinrich M.P.
Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registration
Medical Image Analysis, 67, 101822, 2021
Böhlen C., Brinkmann A., Fudickar S., Hellmers S., Hein A.
Evaluating a Multi Depth Camera System to Consolidate Ergonomic Work in the Education of Caregivers
In: Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, SCITEPRESS - Science and Technology Publications, 2021
Büker L.C., Zuber F., Hein A., Fudickar S.
HRDepthNet: Depth Image-Based Marker-Less Tracking of Body Joints
Sensors, 21, 4, 2021
Abstract
Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P. (eds.)
Student Conference Proceedings 2021: 10th C. on Medical Engineering Science and 6th C. on Medical Informatics and 4th C. on Biomedical Engineering and 3rd C. on Auditory Technology and 1st C. on Biophysics and 1st C. on Robotics and Autonomous Systems
Infinite Science Publishing, Lübeck, 2021
Chenzhang L., Heinrich M.P.
FlowNet application for 3D image registration
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 291-294, 2021
Drenkhahn C.M., Ingenerf J.
lost in translation? semantische standardisierung!
gesundhyte.de, 14, 25-28, 2021
Abstract
Drenkhahn C.M., Ulrich H., Ingenerf J.
An ontology-based tool to visually compare LOINC subsets
GMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
Drenkhahn C.M., Burmester S., Ballout S., Ulrich H., Wiedekopf J., Ingenerf J.
Using FHIR terminology services-based tools for mapping of local microbiological pathogen terms to SNOMED CT at a German university hospital
In: DVMD-Fokus: Datenzugriff und -bereitstellung, Leipzig, 2021
Fleitmann M., Uzunova H., Stroth A.M., Gerlach J., Fürschke A., Barkhausen J., Bischof A., Handels H.
Deep-Learning-based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose Optimization
In: International Conference on Wireless Mobile Communication and Healthcare, Springer, Cham, 315-322, 2021
Friedrich B., Steen E.-E., Fudickar S., Hein A.
Analysing the Correlation of Geriatric Assessment Scores and Activity in Smart Homes
International Journal of UbiComp, Academy and Industry Research Collaboration Center (AIRCC), 12, 2, 1-15, 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
Fudickar S., Kiselev J., Stolle C., Frenken T., Steinhagen-Thiessen E., Wegel S., Hein A.
Validation of a Laser Ranged Scanner-Based Detection of Spatio-Temporal Gait Parameters Using the aTUG Chair
Sensors, 21, 4, 2021
Abstract
Germer S., Lambarki M., Ulrich H., Ingenerf J., Lablans M.
Visualization and Exploration of Integrated Patient Data
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 359-362, 2021
Gouverneur P., Li F., Adamczyk W., Szikszay T., Lüdtke K., Grzegorzek M.
Comparison of Feature Extraction Methods for Physiological Signals for Heat-based Pain Recognition
Sensors, MDPI, 21, 2021
Hansen L., Heinrich M.P.
Probabilistic Dense Displacement Networks for Medical Image Registration - Contributions to the Learn2Reg challenge
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, 125-126, 2021
Henselmeyer S., Grzegorzek M.
Short-Term Load Forecasting Using an Attended Sequential Encoder-Stacked Decoder Model with Online Training
Applied Sciences, MDPI, 11, 2021
Hoffmann R., Brodowski H., Steinhage A., Grzegorzek M.
Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks
Sensors, MDPI, 21, 4, 1086, 2021
Huttmann G., Wunderlich M., Koch P., Sudkamp H., Theisen-Kunde D., Kepp T., Handels H., von der Burchard C., Roider J.
Improved SELFF-OCT using motion correction and artifact detection
Investigative Ophthalmology & Visual Science, 62, 8, 2527, 2021
Ilyas A., Farid M.S., Khan M.H., Grzegorzek M.
Exploiting Superpixels for Multi-Focus Image Fusion
Entropy, MDPI, 23, 2, 2021
Wulff A., Baier C., Ballout S., Tute E., Sommer K.K., Kaase M., Sargeant A., Drenkhahn C.M., Schlüter D., Marschollek M. et al.
Transformation of microbiology data into a standardised data representation using OpenEHR
Scientific Reports, 11, 10556, 2021
Kasparick M., Köny M., Andersen B., Riech K., Keller A., Kämmer S., Guth A., Mündermann L., Stickel A., Klöckner S. et al.
Service-Oriented Medical Device Connectivity: Particular Interoperability Standards for High Frequency Surgical Equipment and External Control Devices
Current Directions in Biomedical Engineering, 7, 2, 523-526, 2021
Khan M.H., Farid M.S., Grzegorzek M.
Vision-based Approaches towards Person Identification Using Gait
Computer Science Review, Elsevier, 42, 2021
Klein D., Witt O., Grzegorzek M.
Detection of glycemic abnormalities based on continuous glucose measurements
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 155-158, 2021
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
Lange I., Jacob F., Frydrychowicz A., Handels H., Ehrhardt J.
CT Normalization by Paired Image-to-image Translation for Lung Emphysema Quantification
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, 276-281, 2021
Lins C., Fudickar S., Hein A.
OWAS inter-rater reliability
Applied Ergonomics, 93, 103357, 2021
Abstract
Maqsood A., Farid M.S., Khan M.H., Grzegorzek M.
Deep Malaria Parasite Detection in Thin Blood Smear Microscopic Images
Applied Sciences, MDPI, 114, 5, 2284, 2021
Müller F., Neffin R., Krug M., Handels H.
Dynamic Positioning of an OCT-Scanbeam using 3D Object-Tracking in Stereo Microscope Images
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 263-266, 2021
Ottink F.A., Koehler G., Heinrich M.P.
Towards Effective Contrastive Pretraining for Medical Image Segmentation
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 287-290, 2021
Palm C., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Tolxdorff T. (eds.)
Bildverarbeitung für die Medizin 2021
Springer Vieweg, Berlin Heidelberg, Regensburg, 2021
Peifer C., Pollak A., Flak O., Pyszka A., Nisar M.A., Irshad M.T., Grzegorzek M., Kordyaka B., Kożusznik B.
The Symphony of Team Flow in Virtual Teams. Using Artificial Intelligence for Its Recognition and Promotion
Frontiers in Physiology, Frontiers Media, 12, 2021
Rajput A.-M., Drenkhahn C.M.
Perspectives and Obstacles for Transforming Terminologies into FHIR CodeSystems Exemplified by Alpha-ID
Studies in Health Technology and Informatics, 281, 213-217, 2021
Reimer N., Unberath P., Busch H., Ingenerf J.
FhirSpark – Implementing a mediation layer to bring FHIR to the cBioPortal for Cancer Genomics
Studies in Health Technology and Informatics, 281, 303-307, 2021
Reimer N., Ulrich H., Busch H., Kock-Schoppenhauer A.-K., Ingenerf J.
openEHR Mapper – A Tool to Fusion Clinical and Genomic Data using the openEHR standard
Studies in Health Technology and Informatics, 278, 86-93, 2021
Riech K., Andersen B., Kasparick M., Ingenerf J.
Enabling Semantic Interoperability for Endoscopic Devices
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 355-358, 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
Ritter J., Schwarzmann M.D., Karstensen L., Grzegorzek M.
Comparison of deep reinforcement learning algorithms for Catheter-based interventions
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 313-316, 2021
Schladetzky J., Studer M., Handels H.
Segmentation of Cutaneous Lymphoma Lesions Using Convolutional Neural Networks
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 329-332, 2021
Schumacher M., Frey D., Ha I.Y., Genz A., Bade R., Heinrich M.P.
Semantically Guided 3D Abdominal Image Registration with Deep Pyramid Feature Learning
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, 16-21, 2021
Siebert H., Hansen L., Heinrich M.P.
Evaluating Design Choices for Deep Learning Registration Networks - Architecture Matters
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, 111-116, 2021

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