Publikationen | Institute of Medical Informatics

MIDL 2021

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

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2022

Chlebusch A., Grzegorzek M.
Extended Ventilation Test Framework to Compare Different Ventilation Prototypes
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, 133-136, 2022

Kepp T., Andresen J., Sudkamp H., von der Burchard C., Roider J., Hüttmann G., Ehrhardt J., Handels H.
Epistemic and Aleatoric Uncertainty Estimation for PED Segmentation in Home OCT Images
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, 32-37, 2022

Lins C., Friedrich B., Hein A., Fudickar S.
An evolutionary approach to continuously estimate CPR quality parameters from a wrist-worn inertial sensor
Health and Technology, 161-173, 2022

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

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

Ilyas A., Farid M.S., Khan M.H., Grzegorzek M.
Exploiting Superpixels for Multi-Focus Image Fusion
Entropy, MDPI, 23, 2, 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

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

2020

Carass A., Roy S., Gherman A., Reinhold J.C., Jesson A., Arbel T., Maier O., Handels H., Ghafoorian M., Platel B. et al.
Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis
Scientific Reports, 10, 1, 1-19, 2020

Großbröhmer C., Blendowski M., Heinrich M.P.
Efficient Self-Supervised Context Learning on MRI data
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, 189-192, 2020

Lucas C., Aulmann L.F., Kemmling A., Mamlouk A.M., Heinrich M.P.
Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue Outcomes
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, 143, 2020

Lucas C., Aulmann L.F., Kemmling A., Mamlouk A.M., Heinrich M.P.
Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue Outcomes
In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2019, 69-79, 2020

2019

Hellmers S., Lau S., Diekmann R., Dasenbrock L., Kromke T., Bauer J.M., Fudickar S., Hein A.
Evaluation of Power-Based Stair Climb Performance via Inertial Measurement Units
In: Cliquet Jr. A., Wiebe S., Anderson P., Saggio G., Zwiggelaar R., Gamboa H., Fred A., i Badia S. (eds.), Biomedical Engineering Systems and Technologies, Cham, Springer International Publishing, 238-261, 2019

Hering A., Kuckertz S., Heldmann S., Heinrich M.P.
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking
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, 309-314, 2019

Kasparick M., Andersen B., Franke S., Rockstroh M., Golatowski F., Timmermann D., Ingenerf J., Neumuth T.
Enabling Artificial Intelligence in High Acuity Medical Environments
Minim Invasive Ther Allied Technol, 28, 2, 120-126, 2019

Kowalewska N., Łagodziński P., Grzegorzek M. (eds.)
Electromyography-based Translator of the Polish Sign Language
7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019

Trzepacz M., Łagodziński P., Grzegorzek M. (eds.)
Electrooculography Application in Vision Therapy Using Smart Glasses
7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 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

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

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

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

Neumann A., Kock A.-K., Simon F., Wagenzink S., Nohr M., Jürgens M., Milinski R., Holler U., Habermann J.K., Duhm-Harbeck P. et al.
Entwicklung eines generischen Modells zur Abbildung von Studienzentralen in CentraXX
In: GMDS, Osnabrück, 2018

2017

Blum S., Debener S., Emkes R., Volkening N., Fudickar S., Bleichner M.G.
EEG Recording and Online Signal Processing on Android: A Multiapp Framework for Brain-Computer Interfaces on Smartphone
BioMed Research International Hindawi, 2017, 12-12, 2017

Deppenwiese N., Ulrich H., Wrage J.-H., Kock-Schoppenhauer A.-K., Ingenerf J.
Entwicklung eines Tools zum Konvertieren von HL7 FHIR Questionnaires in das MOLGENIS EMX Format
In: GMDS, Oldenburg, 2017

Mastmeyer A., Fortmeier D., Handels H.
Evaluation of Direct Haptic 4D Volume Rendering of Partially Segmented Data for Liver Puncture Simulation
Nature Scientific Reports, 7, 671,1-15, 2017

Mollink J., Kleinnijenhuis M., vanvan Walsum A.-M.C., Sotiropoulos S.N., Cottaar M., Mirfin C., Heinrich M.P., Jenkinson M., Pallebage-Gamarallage M., Ansorge O. et al.
Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging
NeuroImage, Academic Press, 157, 561-574, 2017

Rühaak J., Polzin T., Heldmann S., Simpson I., Handels H., Modersitzki J., Heinrich M.P.
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration
IEEE Transactions on Medical Imaging, 1746-1757, 2017

2016

Andersen B., Kasparick M., Golatowski F., Ingenerf J.
Extending the IEEE 11073-1010X Nomenclature for the Modelling of Surgical Devices
In: 2016 IEEE-EMBS 3rd International Conference on Biomedical and Health Informatics (BHI), Las Vegas, NV, IEEE, 244-247, 2016

Mastmeyer A., Fortmeier D., Handels H.
Efficient patient modeling for visuo-haptic VR simulation using a generic patient atlas.
Computer methods and programs in biomedicine, 132, 161-75, 2016

Schumacher M., Klinder T., Schmidt-Richberg A., Kabus S., Heinrich M.P.
Evaluation of medical image registration algorithms on pulmonary inhale and exhale CT scans
In: Buzug T.M., Handels H. (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 191-194, 2016

Wagenzink S., Duhm-Harbeck P., Kock A.-K., Ingenerf J.
Export- und Update-Modul für Studiendaten aus OpenClinica zur Weiterverarbeitung in MS Excel
In: HEC 2016: Health - Exploring Complexity; Joint Conference of GMDS, DGEpi, IEA-EEF, EFMI, München, 2016

Xu Z., Lee C.P., Heinrich M.P., Modat M., Rueckert D., Ourselin S., Abramson R.G., Landman B.A.
Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT.
IEEE transactions on bio-medical engineering, 63, 8, 1563-72, 2016

2015

Heinrich M.P., Handels H., Simpson I.
Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence Fields
In: Navab N., Hornegger J., Wells W., Frangi A.F. (eds.), 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, Munich, Lecture Notes in Computer Science, Springer, Berlin, LNCS Vol. 9350, 338-345, 2015

Kepp T., Ehrhardt J., Handels H.
Evaluation verschiedener Ansätze zur 4D-4D-Registrierung kardiologischer MR-Bilddaten
In: Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 95-100, 2015

Löffler B.S., Fudickar S., Herrmann C.S., Hein A.
Ein Blick in das Gehirn: Messung und Verbesserung der Fahrleistung älterer Autofahrender mit Hilfe von Neuroimaging und Elektrostimulation
In: Carolin Wienrich Thorsten Zander K.G. (ed.), Trends in Neuroergonomics, Berlin, 11. Berliner Werkstatt Mensch-Maschine-Systeme, Universitätsverlag der TU Berlin, 166-169, 2015

Maier O., Wilms M., von der Gablentz J., Krämer U.M., Münte T.F., Handels H.
Extra Tree forests for sub-acute ischemic stroke lesion segmentation in MR sequences
Journal of Neuroscience Methods, 240, 89-100, 2015

Puls D., Krüger J., Handels H.
An Efficient Implementation of an Affine Point-based Registration using the Expectation Maximization-ICP in C++
In: Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., et al (eds.), Student Conference 2015, Medical Engineering Science, Lübeck, 211-214, 2015

Rüsch A., Maier O., Handels H.
Enabling on-Demand Features for Decision Forests - An Approach to Lesion Segmentation in MR Volumes
In: Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., et al (eds.), Student Conference 2015, Medical Engineering Science, Lübeck, 215-218, 2015

Sitzer A., Aulmann L., Wendlandt R., Handels H., Weyers I., Schulz A.P., Buzug T.M.
Evaluation of Local Alterations in Femoral Bone Mineral Density Measured via Quantitative CT
Current Directions in Biomedical Engineering, 1, 1, 327-330, 2015

Wilms M., Krüger J., Marx M., Ehrhardt J., Bischof A., Handels H.
Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methods
In: Hadjiiski L.M., Tourassi G.D. (eds.), SPIE Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida, United States, SPIE, 9414, 94142B, 2015

2014

Beuke J., Mastmeyer A., Fortmeier D., Handels H.
Entwicklung und Vergleich von Selektionsstrategien zur atlasbasierten Segmentierung
In: Deserno T.M., Handels H., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2014, Aachen, Informatik aktuell, Springer, Berlin Heidelberg, 400-402, 2014

Werner R., Schmidt-Richberg A., Handels H., Ehrhardt J.
Estimation of Lung Motion Fields in 4D CT Data by Variational Non-Linear Intensity-Based Registration: A Comparison and Evaluation Study
Physics in Medicine and Biology, 59, 4247-4260, 2014

2013

Heinrich M.P., Jenkinson M., Papiez B.W., Glesson F.V., Brady S.M., Schnabel J.A.
Edge- and detail-preserving sparse image representations for deformable registration of chest MRI and CT volumes.
Information processing in medical imaging, 23, 463-74, 2013

Krüger J., Ehrhardt J., Bischof A., Handels H.
Evaluation of a B-Spline-Based Breast Compression Simulation for Correspondence Analysis between MRI and Mammographic Image Data
In: Workshop on Breast Image Analysis - In conjunction with the 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2013), Nagoya, Japan, 17-24, 2013

2012

Duscha C., Werner R., Schmidt-Richberg A., Handels H.
Evaluation von Differentialoperatoren zur Detektion anatomischer Landmarken in thorakalen und abdominalen tomographischen Bilddaten
In: Goltz U., Magnor M., Matthies H., Balke W.T., Wolf L. (eds.), Informatik 2012, Lecture Notes in Informatics, Braunschweig, 1755-1763, 2012

Fudickar S., Frohberg M., Taube S., Mahr P., Schnor B.
An energy efficient mobile device for assisted living applications
In: 2012 IEEE Online Conference on Green Communications, GreenCom 2012, 2012

Schmidt-Richberg A., Werner R., Handels H., Ehrhardt J.
Estimation of Slipping Organ Motion by Registration with Direction-Dependent Regularization
Medical Image Analysis, 16, 1, 150-159, 2012

Schmidt-Richberg A., Ehrhardt J., Wilms M., Werner R., Handels H.
Evaluation of Algorithms for Lung Fissure Segmentation in CT Images
In: Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P. (eds.), Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 201-206, 2012

2011

Grohmann C., Werner R., Frenzel T., Cremers F.
Einflüsse intrafraktioneller Tumorbewegung auf die Dosisverteilung bei TomoTherapy: Messungen mit einem 4D-Bewegungsphantom
In: 3 Ländertagung der ÖGMP, DGMP und SGSMP: 2011-Medizinische Physik, 10-11, 2011

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