Publikationen | Institute of Medical Informatics

MIDL 2021

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

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Papież B.W., Franklin J.M., Heinrich M.P., Gleeson F.V., Brady M., Schnabel J.A.
GIFTed Demons: deformable image registration with local structure-preserving regularization using supervoxels for liver applications
Journal of Medical Imaging, 5, 2, 024001, 2018

Hufnagel H., Ehrhardt J., Pennec X., Ayache N., Handels H.
A Global Criterion for the Computation of Statistical Shape Model Parameters Based on Correspondence Probabilities
In: Tolxdorff T., Braun J., Deserno T.M., Handels H., Horsch A., Meinzer H.-P. (eds.), Bildverarbeitung für die Medizin 2008, Berlin, Informatik aktuell, Springer Verlag, 277-282, 2008

Uzunova H., Handels H., Ehrhardt J.
Groupwise Affine Registration of Medical Images with Missing Correspondences
In: Buzug T.M., Handels H. (eds.), Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 213-216, 2017

Ulrich H., Behrend P., Wiedekopf J., Drenkhahn C.M., Kock-Schoppenhauer A.-K., Ingenerf J.
Hands on the Medical Informatics Initiative Core Data Sets - Lessons Learned from Converting the MIMIC-IV
Studies in Health Technology and Informatics, 283, 119-126, 2021

Färber M., Gawenda B., Bohn C.-A., Handels H.
Haptic Landmark Positioning and Automatic Landmark Transfer in 4D Lung CT Data
In: Tolxdorff T., Braun J., Deserno T.M., Horsch A., Handels H., Meinzer H.-P. (eds.), Bildverarbeitung für die Medizin 2008, Berlin, Informatik aktuell, Springer, Berlin Heidelberg, 313-317, 2008

Vothknecht E., Coleca F., Klement S., Handels H.
Head-to-Steering-Wheel Distance Estimation Based on a Monocular RGB Camera with Convolutional Neuronal Networks
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 291-294, 2018

Stork A., Säring D., Juchheim S., Müllerleile K., Lund G.K., Bansmann P.M., Handels H., Adam G.
Heart Analysis Tool: patientenspezifische Segmentierungssoftware für integrierte Delayed Enhancement- und Cine-MRT-Daten zur Beschreibung myokardialer Umbauprozesse nach akutem Herzinfarkt
RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, 178, S 1, 2006

Säring D., Ehrhardt J., Stork A., Bansmann P.M., Lund G.K., Handels H.
HeAT -Heart Analysis Tool
In: 50. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, Freiburg, Tagungsband, 28-30, 2005

Säring D., Ehrhardt J., Stork A., Bansmann P.M., Lund G., Handels H.
HeAT: A Software Assistant for the Analysis of LV Remodeling After Myocardial Infarction in 4D-MR Follow-Up Studies
In: Hochberger C., Liskowsky R. (eds.), Informatik 2006, Dresden, Lecture Notes in Informatics, 537-543, 2006

Müllerleile K., Säring D., Stork A., Bansmann P.M., Adam G., Handels H., Lund G.K., Meinertz T., Reichenspurner H.
HeAT: Integrated Analysis of Delayed Enhancement and Cine MRI to Study Regional and Global Remodeling after Acute Myocardial Infarction
In: 5. Gemeinsame Jahrestagung der Deutschen, Österreichischen und Schweizer Gesellschaften für Thorax-, Herz- und Gefäßchirurgie, DACH 2008, Innsbruck, 2008

Büker L.C., Zuber F., Hein A., Fudickar S.
HRDepthNet: Depth Image-Based Marker-Less Tracking of Body Joints
Sensors, 21, 4, 2021

Abstract

Siebert M., Hansen L., Diesel J., Heinrich M.P.
Human Pose Estimation with Hourglass Network and Convolutional Autoencoder
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, 141-144, 2019

Wiedekopf J., Becker T., Ingenerf J.
Human-Readable Data Export of Medical Documentation
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, 277-280, 2019

Essenwanger A., Diesel J., Uth M.-F., Handels H.
An Image Annotation Tool for the Preparation of Object Detection and Automatic Segmentation in Thermal Images
In: Buzug T.M., Handels H. (eds.), Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 195-198, 2017

Nehrhoff I., Rodríguez López S., Ortuno J.E., Maier O., Ledesma-Carbayo M.J., Handels H.
Image processing of pulmonary radiography of pediatric patients to assess tuberculosis or pneumonia for the application in diagnosis in low- and middle-income countries
In: Buzug T.M., Handels H. (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 199-202, 2016

Handels H., Rinast E., Busch C., Hahn C., Kühn V., Miehe J., Roßmanith C., Seibert F., Will A.
Image Transfer and Computer-Supported Cooperative Diagnosis
Journal of telemedicine and telecare, 3, 2, 103-7, 1997

Abstract

Forkert N.D., Schmidt-Richberg A., Holst B., Münchau A., Handels H., Boelmans K.
Image-Based Classification of Parkinsonian Syndromes Using T2'-Atlases
In: Moen A., Andersen S.K., Aarts J., Hurlen P. (eds.), MIE 2011, Studies in Health Technology and Informatics, User Centred Networked Health Care - Proceedings of MIE 2011, 169, 465-469, 2011

Hübner M., Schepers J., Ingenerf J.
Implementation Guide Rare Disease Documentation - Enabling of the FAIR Principles for Rare Diseases
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, 277-280, 2022

Stolze R., Hauffe R., Kanev J., Li F.
Implementation of a medical Android application for measuring EEG data and storing them onto a remote server
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, 307-310, 2021

Zimmer S., Sparborth T., Handels H.
Implementation of automatic marker recognition in real time in a learning software for medical training simulators
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, 149-152, 2019

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

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

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

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

Zantop K., Kartalis N., Heinrich M.P., Moreno R.
Influence of Affine Image Registration on the Calculation of Diffusion Properties with a Kurtosis Model in Diffusion Weighted Imaging
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 217-220, 2018

Wortmann J., Westerhoff V., Schenkat F., Ingenerf J.
Integration of Operational Data from Mobile Ambulances into the Digital Pre-Registration System
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, 289-292, 2019

Zamnius D., Heinrich M.P., Lukas S., Siebert H.
Intertemporal Slice-to-Volume matching in Cardiac CT Perfusion Imaging
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, 267-270, 2021

Oehm J., Ulrich H., Simon D., Ingenerf J.
An Investigation on Automated Consolidation for Medical Database Schemata
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 361-364, 2018

Friedmann L., Maier O., Handels H.
Ischemic Stroke Lesion Segmentation - Setup of a Challenge
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, 219-222, 2015

Hahn C., Handels H., Rinast E., Bernades P., Busch C., Kühn V., Miehe J., Will A., Putzar H., Rösler K.
ISDN Based Teleradiology and Image Analysis with the Software System KAMEDIN
In: Greenes R.A., Peterson H.E., Protti D.J. (eds.), Eighth World Congress on Medical Informatics (MEDINFO '95), Vancouver, Canada , North-Holland Verlag, Amsterdam, 1511-1514, 1995

Maier O., Menze B.H., von der Gablentz J., Häni L., Heinrich M.P., Liebrand M., Winzeck S., Basit A., Bentley P., Chen L. et al.
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
Medical Image Analysis, 35, 250-269, 2017

Winzeck S., Hakim A., McKinley R., Pinto J.A.A.D.S.R., Alves V., Silva C., Pisov M., Krivov E., Belyaev M., Monteiro M. et al.
ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI
Frontiers in Neurology, 9, 679, 2018

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

Schmidt H., Handels H., Burmeister O., Busse M., Hahn T., Schmidt O., Pöppl S.J.
JAMIP - ein virtuelles Bildverarbeitungslabor für das Fernstudium der Medizinischen Informatik
In: Jäckel A. (ed.), Telemedizinführer 2004, 185-190, 2004

Schmidt H., Handels H., Schwidrowski K., Burmeister O., Busse M., Maciak A., Hahn T., Schmidt O., Pöppl S.J.
JAMIP - Entwicklung eines virtuellen Bildverarbeitungslabors für die Lehre
In: Tolxdorff T., et al (eds.), Bildverarbeitung für die Medizin 2004: Algorithmen - Systeme - Anwendungen, Informatik aktuell, Berlin, Springer-Verlag, 400-404, 2004

Kepp T., Ehrhardt J., Handels H.
Joint Non-Linear Registration and Level Set Segmentation of the Left Ventricle in 4D MR Image Data
In: Buzug T.M., Ehrhardt J., Handels H., Ingenerf J., et al (eds.), Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 27-30, 2013

Broecker N., Ehrhardt J.
Joint registration and segmentation using statistical shape models
In: Buzug T.M., Handels H. (eds.), Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 201-204, 2017

Handels H., Busch C., Encarnação J., Hahn C., Kühn V., Miehe J., Pöppl S.J., Rinast E., Roßmanith C., Seibert F. et al.
KAMEDIN: A Telemedicine System for Computer Supported Cooperative Work and Remote Image Analysis in Radiology
Computer methods and programs in biomedicine, 52, 3, 175-83, 1997

Abstract

Blendowski M., Heinrich M.P.
Kombination binärer Kontextfeatures mit Vantage Point Forests zur Multi-Organ-Segmentierung
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, 24-24, 2017

Stausberg J., Koch D., Ingenerf J., Betzler M.
Konventionelle Krankenakte versus rechnergestützte Basisdokumentation: Wo liegt der Goldsstandard der klinischen Dokumentation?
In: 47. Jahrestagung der GMDS, Berlin, Informatik, Biometrie und Epidemiologie in Medizin und Biologie, 33 (2-3), 76, 2002

Busch C., Groß M., Handels H., Roß T., Hahn C., Rinast E., Rösler K., Putzar H., Miehe J., Nowacki S. et al.
Kooperatives Arbeiten und rechnergestützte Ferndiagnostik mittels neuronaler Netze auf ISDN-Leitungen
In: Pöppl S.J., Lipinski H.-G., Mansky T. (eds.), 38. Jahrestagung der GMDS 1993, Medizinische Informatik: Ein integrierender Teil arztunterstützender Technologien, Lübeck, Medizinische Informatik, Biometrie und Epidemiologie 77, MMV Medizin Verlag, München, 559-560, 1994

Blendowski M., Heinrich M.P.
Learning Interpretable Multi-modal Features for Alignment with Supervised Iterative Descent
In: International Conference on Medical Imaging with Deep Learning, PMLR, 102, 73-83, 2019

Blendowski M., Heinrich M.P.
Learning to map between ferns with differentiable binary embedding networks
In: International Conference on Medical Imaging with Deep Learning, PMLR, 2020

Lucas C., Kemmling A., Bouteldja N., Aulmann L.F., Madany Mamlouk A., Heinrich M.P.
Learning to Predict Ischemic Stroke Growth on Acute CT Perfusion Data by Interpolating Low-Dimensional Shape Representations
Frontiers in Neurology, 9, 989, 2018

Büchler A., Graeve L., Ingenerf J., Thorns C.
Leitlinien-basierte strukturierte Dokumentation in der Pathologie
In: GMDS, Lübeck, 2013

Carass A., Roy S., Jog A., Cuzzocreo J.L., Magrath E., Gherman A., Button J., Nguyen J., Prados F., Sudre C.H. et al.
Longitudinal multiple sclerosis lesion segmentation: Resource and challenge
NeuroImage, 148, 77-102, 2017

Sambale M., Heinrich M.P., Sciretti D., Trujillo N.
Low-Rank Mask R-CNN
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 193-196, 2018