Publikationen | Institute of Medical Informatics

MIDL 2021

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

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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

2022

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

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

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

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

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

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

2020

Heinrich M.P., Papież B.W.
Image registration with sliding motion
In: Handbook of Medical Image Computing and Computer Assisted Intervention, The Elsevier and MICCAI Society Book Series, 293-318, 2020

2019

Maier A., Deserno T.M., Handels H., Maier-Hein K., Palm C., Tolxdorff T.
IJCARS: BVM 2019 special issue
International Journal of Computer Assisted Radiology and Surgery, 14, 11, 1823-1824, 2019

Uzunova H., Ehrhardt J., Kepp T., Handels H.
Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders
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, 197, 2019

Uzunova H., Ehrhardt J., Kepp T., Handels H.
Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations using Variational Autoencoders
In: SPIE 10949, Medical Imaging 2019: Image Processing, San Diego, USA, 10949, 1094911-1-1094911-8, 2019

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

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

2018

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

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

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

2017

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

Kock-Schoppenhauer A.-K., Ulrich H., Duhm-Harbeck P., Habermann J.K., Ingenerf J.
Increasing Standardization of Biobank Data through HL7 FHIR Mapping
In: Global Biobank Week, Stockholm, Global Biobank Week Posters Abstracts Book 2017, 135, 2017

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

Mastmeyer A., Wilms M., Handels H.
Interpatient Respiratory Motion Model Transfer for Virtual Reality Simulations of Liver Punctures
Journal of World Society of Computer Graphics - WSCG, 25(1), 1-10, 2017

Mastmeyer A., Wilms M., Handels H.
Interpatientenübertragung von Atemmodellen für das Virtual-Reality-Training von Punktionseingriffen
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, 340-345, 2017

2016

Maier O., Wilms M., Handels H.
Image Features for Brain Lesion Segmentation Using Random Forests
In: Crimi A., Menze B., Maier O., Reyes M., Handels H. (eds.), Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (Brainles 2015), München, Lecture Notes in Computer Science, Springer International Publishing, 9556, 119-130, 2016

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

2015

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

2014

Fortmeier D., Mastmeyer A., Handels H.
An Image-Based Multiproxy Palpation Algorithm for Patient-Specific VR-Simulation
In: Westwood J.D., et al (eds.), Medicine Meets Virtual Reality 21, MMVR 2014, Manhattan Beach, Stud Health Technol Inform, IOS Press, 196, 107-113, 2014

Maier O., Wilms M., von der Gablentz J., Krämer U., Handels H.
Ischemic Stroke Lesion Segmentation in Multi-Spectral MR Images with Support Vector Machine Classifiers
In: Aylward S., Hadjiiski L.M. (eds.), SPIE Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, California, USA, SPIE, 9035, 903504-903504-12, 2014

Papież B.W., Heinrich M.P., Fehrenbach J., Risser L., Schnabel J.A.
An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration.
Medical image analysis, 18, 8, 1299-311, 2014

2013

Fortmeier D., Mastmeyer A., Handels H.
Image-Based Palpation Simulation with Soft Tissue Deformations Using ChainMail on the GPU
In: Meinzer H.-P., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin, BVM 2013, Heidelberg, Informatik aktuell, Springer Verlag, Berlin, 140-145, 2013

Fortmeier D., Mastmeyer A., Handels H.
Image-Based Soft Tissue Deformation Algorithms for Real-Time Simulation of Liver Puncture
Current Medical Imaging Reviews, 9, 2, 154-165, 2013

2012

Forkert N.D., Fiehler J., Schönfeld M., Sedlacik J., Regelsberger J., Handels H., Illies T.
Intranidal Signal Distribution in Post-Contrast Time-of-Flight MRA is Associated with Rupture Risk Factors in Arteriovenous Malformations
Clinical Neuroradiology, 23, 2, 97-101, 2012

Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T.
Image Analysis and Modeling in Medical Image Computing – Recent Developments and Advances
Methods of Information in Medicine, 5, 395-397, 2012

Steinberg C., Werner R., Handels H.
Influence of Combination Strategies and Registration Parameters on Multi-Atlas-Segmentation of Lungs and Lung Lobes
In: Stausberg J., Großer A., Haerting J., Knaup P., Plischke M., Timmer A., Haux R. (eds.), 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Braunschweig, ID217,277-278, 2012

Werner R., Wilms M., Schmidt-Richberg A., Ehrhardt J., Gauer T., Petersen C., Handels H.
Incorporation of Surrogate-Based Information about Breathing Motion Variations into 4D Dose Calculation: Concept and First Result
In: 43. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP), Jena, 390-393, 2012

2011

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

2010

Ingenerf J., Fabeck C., Wagner J.
Implementierung eines HL7 CDA-basierten eReha-Entlassungsberichtes mit integrierter Arzneimitteldokumentation und AMTS-Prüfung
In: Schmücker P., Ellsässer, K.H., Hayna S. (eds.), 55. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Mannheim, 123-124, 2010

2009

Schmidt-Richberg A., Handels H., Ehrhardt J.
Integrated Segmentation and Non-Linear Registration for Organ Segmentation and Motion Field Estimation in 4D CT Data
Methods of information in medicine, 48, 4, 344-9, 2009

Schmidt-Richberg A., Ehrhardt J., Werner R., Handels H.
Integrierte Segmentierung und Trajektorienberechnung mittels diffeomorpher Registrierung in räumlich-zeitlichen CT-Bildfolgen
In: Meinzer H.P., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2009, Heidelberg, Informatik aktuell, Springer Verlag, 182-186, 2009

2008

Horsch A., Deserno T., Handels H., Meinzer H.-P., Tolxdorff T.
IJCARS Special Issue: BVM 2007 German Conference on Medical Image Processing
International Journal of Computer Assisted Radiology and Surgery, 2008

2007

Ehrhardt J., Low D., Handels H., Werner R., Frenzel T., Säring D., Lu W., Low D., Ehrhardt J.
Improved Reconstruction of 4D MSCT Image Data and Motion Analysis of Lung Tumors Using Non-linear Registration Methods
In: Kim S.I., Suh T.S. (eds.), World Congress on Medical Physics and Biomedical Engineering 2006, Seoul, Korea, Springer, Berlin Heidelberg, 14, Part 15, 2288-2291, 2007

Riemer M., Park J.S., Chung M.S., Handels H.
Improving the 3D Visualization of the Visible Korean Human via Data Driven 3D Segmentation in RGB Color Space
In: Kim S.I., Suh T.S. (eds.), World Congress on Medical Physics and Biomedical Engineering 2006, Seoul, Korea, IFMBE Proceedings, Springer, Berlin Heidelberg, 14, Part 31, 4200-4203, 2007

Werner R., Fehlauer F., Ehrhardt J., Albers D., Cremers F., Schmidt R., Handels H.
Impact of Breathing Phase on Thoracic Dose Distribution - an IMRT Treatment Planning Study using 4D CT Image Data
In: 9th Biennial ESTRO Meeting on Physics and Radiation Technology For Clinical Radiotherapy of the European Society of Therapeutic Radiology, ESTRO 2007, Barcelona, Radiotherapy & Oncology, 84 (Supplement 1), 153, 2007

2006

Ehrhardt J., Säring D., Handels H.
Interpolation of Temporal Image Sequences by Optical Flow Based Registration
In: Handels H., Ehrhardt J., Horsch A., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2006, Hamburg, Informatik aktuell, Springer-Verlag, 256-260, 2006

Färber M., Drescher F., Ehrhardt J., Müller S., Handels H.
Integration von haptischen Ein-/Ausgabegeräten zur intuitiven Interaktion mit virtuellen Körpern in OP-Planungssysteme
In: 51. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, GMDS 2006, Leipzig, Abstractband, 71-72, 2006

Handels H., Werner R., Frenzel T., Säring D., Lu W., Low D., Ehrhardt J.
Improved Reconstruction of 4D MSCT Image Data and Motion Analysis of Lung Tumors Using Non-linear Registration Methods
In: World Congress on Medical Physics and Biomedical Engineering 2006, Seoul, Korea, 2172-2175, 2006

Riemer M., Park J.S., Chung M.S., Handels H.
Improving the 3D Visualization of the Visible Korean Human via Data Driven 3D Segmentation in RGB Colour Space
In: Kim S.I., Suh T.S. (eds.), World Congress on Medical Phyiscs and Biomedical Engineering 2006, Seoul, Korea, 4057-4060, 2006

2002

Egmont-Petersen M., de Ridder D., Handels H.
Image Processing with Neural Networks – A Review
Pattern Recognition, 35, 10, 2279-2301, 2002

2001

Ingenerf J., Seik B., Pöppl S.J.
ID DIACOS Integration in Krankenhaussoftware – Ist-Zustand und Empfehlungen
de Gruyter, 2001

Schmitt W.H., Linder R., Reinhold-Keller E., Gross W.L.
Improved Differentiation Between Churg-Strauss Syndrome and Wegener's Granulomatosis by an Artificial Neural Network
Arthritis and rheumatism, 44, 8, 1887-96, 2001

Wagner M., Elewa M., Diegeler A., Linder R., Schäfer N., Fangmann R., Rammensee W.
In situ hybridization and conventional immunohistology in combination with atomic force microscopy (AFM) or near-field scanning optical microscopy (NSOM)
In: The First International Dental Congress, Mansoura, Egypt, abstract book, 2001

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