MIDL 2021

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

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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
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
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
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
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
Strenge P., Lange B., Grill C., Draxinger W., Danicke V., Theisen-Kunde D., Handels H., Bonsanto M.M., Hagel C., Huber R. et al.
Characterization of brain tumor tissue with 1310 nm optical coherence tomography
In: Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXV, Online Only, United States, International Society for Optics and Photonics, 11630, 116301T, 2021
Strenge P., Lange B., Grill C., Draxinger W., Danicke V., Theisen-Kunde D., Handels H., Bonsanto M.M., Hagel C., Huber R. et al.
Comparison of two optical coherence tomography systems to identify human brain tumor
In: Optical Coherence Imaging Techniques and Imaging in Scattering Media IV, Online Only, Germany, SPIE, 20, 2021
Strenge P., Lange B., Grill C., Draxinger W., Danicke V., Theisen-Kunde D., Handels H., Hagel C., Bonsanto M.M., Huber R. et al.
Creating a depth-resolved OCT-dataset for supervised classification based on ex vivo human brain samples
In: Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXV, Online Only, United States, International Society for Optics and Photonics, 11630, 116301S, 2021
Zhang J., Li C., Rahaman M.M., Yao Y., Ma P., Zhang J., Zhao X., Jiang T., Grzegorzek M.
A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches
Artificial Intelligence Review, Springer, 2021
2020
Bullmann M., Fetzer T., Ebner F., Ebner M., Deinzer F., Grzegorzek M.
Comparison of 2.4 GHz WiFi FTM- and RSSI-Based Indoor Positioning Methods in Realistic Scenarios
Sensors, MDPI, 20, 2020
Fleitmann M., Soika K., Stroth A.M., Gerlach J., Fürschke A., Hunold P., Barkhausen J., Bischof A., Handels H.
Computer-Assisted Quality Assessment of Aortic CT Angiographies for Patient-Individual Dose Adjustment
Studies in Health Technology and Informatics, 270, 123-127, 2020
Fleitmann M., Soika K.L., Stroth A.M., Gerlach J., Fürschke A., Hunold P., Barkhausen J., Bischof A., Handels H.
Computer-Assisted Quality Assessment of Aortic CT Angiographies for Patient-Individual Dose Adjustment
Studies in Health Technology and Informatics, Genf, 270, 123-127, 2020
Fudickar S., Kappes R., Horstmann M., Isken M., Hein A.
Cycling Monitoring System - Sensing Cycling Performance via a Pedal-Integrated IMU
Nanomaterials and Energy, 9, 1, 1-6, 2020
Abstract
Gouverneur P., Li F., Szikszay T., Adamczyk W., Grzegorzek M.
Classification of Heat-Induced Pain Using Physiological Signals
In: 8th International Conference on Information Technologies in Biomedicine (ITIB 2020), Kamień Śląski, Poland, Springer, 2020
Kath N., Seidel A., Ingenerf J.
Connecting Old Devices Safely To The Cloud
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, 277-280, 2020
Takashima N., Li F., Grzegorzek M., Shirahama K.
Cross-modal Music Emotion Retrieval Using DeepCCA
In: 8th International Conference on Information Technologies in Biomedicine (ITIB 2020), Kamień Śląski, Poland, Springer, 2020
2019
Blendowski M., Heinrich M.P.
Combining MRF-based Deformable Registration and Deep Binary 3D-CNN Descriptors for Large Lung Motion Estimation in COPD Patients
International Journal of Computer Assisted Radiology and Surgery, 14, 1, 43-52, 2019
Heinrich M.P.
Closing the Gap Between Deep and Conventional Image Registration Using Probabilistic Dense Displacement Networks
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, Cham, LNCS, Springer, 11769, 50-58, 2019
Lins C., Eckhoff D., Klausen A., Hellmers S., Hein A., Fudickar S.
Cardiopulmonary resuscitation quality parameters from motion capture data using Differential Evolution fitting of sinusoids
Applied Soft Computing, 2019
Abstract
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
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
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
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
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
Li F., Shirahama K., Nisar M.A., Köping L., Grzegorzek M.
Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors.
Sensors (Basel, Switzerland), 18, 2, 2018
Abstract
Löffler B.S., Stecher H.I., Fudickar S., de Sordi D., Otto-Sobotka F., Hein A., Herrmann C.H.
Counteracting the Slowdown of Reaction Times in a Vigilance Experiment with 40-Hz Transcranial Alternating Current Stimulation
IEEE - Transactions on Neural Systems & Rehabilitation Engineering, 2018
Abstract
2017
Andersen B., Kasparick M., Ulrich H., Franke S., Schlamelcher J., Rockstroh M., Ingenerf J.
Connecting the clinical IT infrastructure to a service-oriented architecture of medical devices
Biomedical Engineering / Biomedizinische Technik, 63, 1, 57-68, 2017
Baake M., Henke A., Kessner E., Ingenerf J.
Creating Reports with BIRT to support the Development Process of Medical Software
In: Buzug T.M., Handels H. (eds.), Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 171-174, 2017
Sothmann T., Gauer T., Wilms M., Werner R.
Correspondence model-based 4D VMAT dose simulation for analysis of local metastasis recurrence after extracranial SBRT.
Physics in medicine and biology, 62, 23, 9001-9017, 2017
Abstract
2016
Ehrhardt J., Jacob F., Handels H., Frydrychowicz A.
Comparison of Post-hoc Normalization Approaches for CT-based Lung Emphysema Index Quantification
In: Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P. (eds.), Bildverarbeitung für die Medizin 2016, Berlin, Informatik aktuell, Springer, Berlin Heidelberg, 44-49, 2016
Jimenez-Del-Toro O., Muller H., Krenn M., Gruenberg K., Taha A.A., Winterstein M., Eggel I., Foncubierta-Rodriguez A., Goksel O., Jakab A. et al.
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks.
IEEE transactions on medical imaging, 35, 11, 2459-2475, 2016
Abstract
Rhein M., Schlichting S., Ingenerf J.
Converting HL7v2.6 to FHIR – One method on how to perform it –
In: Buzug T.M., Handels H. (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 129-132, 2016
Volkening N., Unni A., Löffler B.S., Fudickar S., Rieger J.W., Hein A.
Characterizing the Influence of Muscle Activity in fNIRS Brain Activation Measurements
In: IFAC-PapersOnLine, 49, 11, 84-88, 2016
Abstract
2015
Maier O., Schröder C., Forkert N.D., Martinetz T., Handels H.
Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison Study
PLOS ONE, 10, 12, e0145118, 2015
2014
Cieluch J., Dyrby T.B., Brüggemann N., Handels H., Siebner H.R.
Connection between Structural and Functional Connectivity: A Magnetic Resonance Study
In: Buzug T.M., Birngruber R., Botterweck H., Brinkmann R., Gehring H., Handels H., Hellbrück H., Hübner C., Hüttmann G., Klein S. et al. (eds.), Student Conference 2014, Medical Engineering Science, Lübeck, 215-218, 2014
Fudickar S., Valentin M.
Comparing suitability of sub 1 GHz and WiFi transceivers for RSS-based indoor localisation
In: IPIN 2014 - 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014
Abstract
Schlitzke M., Wendlandt R., Sitzer A., Handels H.
Compressive Behavior and Isotropy of Short-Fiber-Filled Epoxy Cylinders as Alternative Test Material for Cortical Bone
In: Buzug T.M., Birngruber R., Botterweck H., Brinkmann R., Gehring H., Handels H., Hellbrück H., Hübner C., Hüttmann G., Klein S. et al. (eds.), Student Conference 2014, Medical Engineering Science, Lübeck, 79-82, 2014
2013
Ehrhardt J., Klinder T., Lorenz C.
Computational Motion Phantoms and Statistical Models of Respiratory Motion
In: Ehrhardt J., Lorenz C. (eds.), 4D Modeling and Estimation of Respiratory Motion for Radiation Therapy, Biological and Medical Physics, Biomedical Engineering, Springer, Berlin Heidelberg, 215-247, 2013
Forkert N.D., Illies T., Goebell E., Fiehler J., Säring D., Handels H.
Computer-Aided Nidus Segmentation and Angiographic Characterization of Arteriovenous Malformations
International Journal of Computer Assisted Radiology and Surgery, 8, 775-786, 2013
Kepp T., Ehrhardt J., Handels H.
Combined Registration and Segmentation of the Left Ventricle in Cine MR Image Data
In: Handels H., Ingenerf J. (eds.), 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID334:551-552, 2013
Polzin T., Rühaak J., Werner R., Strehlow J., Heldmann S., Handels H., Modersitzki J.
Combining Automatic Landmark Detection and Variational Methods for Lung CT Registration
In: MICCAI Workshop on Pulmonary Image Analysis (PIA), 16th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, Nagoya, Japan , 2013
2012
Forkert N.D., Kaesemann P., Treszl A., Siemonson S., Cheng B., Handels H., Fiehler J., Thomalla G.
Comparison of 10 TTP and Tmax Estimation Techniques for MR Perfusion-Diffusion Mismatch Quantification
American Journal of Neuroradiology, 34, 1697-1703, 2012
2011
Köhnen S., Ehrhardt J., Schmidt-Richberg A., Handels H.
CUDA Optimierung von nicht-linearer oberflächen- und intensitätsbasierter Registrierung
In: Handels H., Ehrhardt J., Deserno T.M., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2011, Informatik aktuell, Lübeck, Springer Berlin Heidelberg, 99-103, 2011
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2010
Forkert N.D., Schmidt-Richberg A., Säring D., Illies T., Fiehler J., Handels H.
Closing of Interrupted Vascular Segmentations: an Automatic Approach Based on Shortest Paths and Level Sets
In: Dawant B.M., Haynor D.R. (eds.), Image Processing, SPIE Medical Imaging 2010, San Diego, California, USA, SPIE, 7633, 76233G1-76233G8, 2010
Hufnagel H., Ehrhardt J., Pennec X., Schmidt-Richberg A., Handels H.
Coupled Level Set Segmentation Using a Point-Based Statistical Shape Model Relying on Correspondence Probabilities
In: SPIE Medical Imaging 2010: Image Processing, San Diego, California, USA, SPIE, 7623, 762318-1-762318-8, 2010
2009
Forkert N.D., Säring D., Fiehler J., Illies T., Möller D., Handels H.
Comparison of Bolus Arrival Time Determination Methods for the Analysis of Cerebral Hemodynamics by Estimating the Impact of Temporal Resolution of 4D MRA Imaging
In: Dössel O., Schlegel W.C. (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFMBE Proceedings, Springer, Berlin Heidelberg, 25/4, 1174-1177, 2009
Handels H., Forkert N.D., Säring D., Illies T., Fiehler J.
Combined Analysis and 3D Visualization of Brain Vessel Topology and Cerebral Blood Flow in 3D and 4D MRA Image Sequences of Patients with Arteriovenous Malformations
In: 12th Korea-Germany Joint Workshop on Advanced Medical Image Processing, München, 47-52, 2009
Hufnagel H., Pennec X., Ehrhardt J., Ayache N., Handels H.
Computation of a Probabilistic Statistical Shape Model in a Maximum-a-Posteriori Framework
Methods of Information in Medicine, 48, 4, 314-319, 2009

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