Publikationen | Institute of Medical Informatics

MIDL 2021

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

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2008

Handels H., Werner R., Schmidt R., Ehrhardt J.
Analyse und Modellierung der atmungsbedingten Lungenbewegungen in 4D-CT-Bilddaten zur verbesserten Strahlentherapie von Lungentumorpatienten
In: Niederlag W., Lemke H.U., Meixensberger J., Baumann M. (eds.), Modellgestützte Therapie, Health Academy, 211-224, 2008

Linder R., Albers A.E., Hess M., Pöppl S.J., Schönweiler R.
Artificial neural network-based classification to screen for dysphonia using psychoacoustic scaling of acoustic voice features.
Journal of voice : official journal of the Voice Foundation, 22, 2, 155-63, 2008

2009

Forkert N.D., Säring D., Fiehler J., Illies T., Möller D., Handels H.
Analysis and Dynamic 3D Visualization of Cerebral Blood Flow Combining 3D and 4D MR Image Sequences
In: Medical Imaging 2009: Visualization, Image-Guided Procedures, and ModelingProceedings of SPIE, Lake Buena Vista, FL, USA, SPIE, 7261, 726133-1-726133-8, 2009

Forkert N.D., Säring D., Fiehler J., Illies T., Handels H.
AnToNIa: A Software Tool for the Hemodynamic Analysis of Cerebral Vascular Malformations Using 3D and 4D MRA Image Sequences
In: Fischer S., Maehle E., Reischuk R. (eds.), Informatik 2009 - Im Fokus das Leben, Lübeck, Lecture Notes in Informatics, GI, Vol. P-154, 1249-1256, 2009

Forkert N.D., Säring D., Fiehler J., Illies T., Möller D., Handels H.
Automatic Brain Segmentation in Time-of-Flight MRA Images
Methods of information in medicine, 48, 5, 399-407, 2009

Forkert N.D., Säring D., Wenzel K., Illies T., Fiehler J., Möller D., Handels H.
Automatische Segmentierung der zerebralen Gefäße aus 3D-TOF-MRA-Bildsequenzen mittels Fuzzy-Methoden
In: Meinzer H.P., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2009, Heidelberg, Informatik aktuell, Springer Verlag, Heidelberg, 46-51, 2009

Grohmann C., Werner R., Albers D., Cremers F.
Analysis of Dose Shifts Induced by Organ Movements during Treatment with TomoTherapy Using a Motion Phantom and GafChromic EBT Films
In: Dössel O., Schlegel W.C. (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFBME Proceedings, Springer Verlag, Berlin, 25/I, 1020-1023, 2009

Heiß A., Werner R., Ehrhardt J., Raspe M., Müller S., Handels H.
Analyse und Quantifizierung regionaler Lungenbewegungen in 4D-Bilddaten
In: 54. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (gmds). Düsseldorf: German Medical Science GMS Publishing House, 2009

Hufnagel H., Ehrhardt J., Pennec X., Ayache N., Handels H.
Application of a Probabilistic Statistical Shape Model to Automatic Segmentation
In: Dössel O., Schlegel W.C. (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany , IFMBE Proceedings, Springer, Berlin Heidelberg, 25/4, 2181-2184, 2009

Ingenerf J., Linder R.
Assessing Applicability of Ontological Principles to Different Types of Biomedical Vocabularies
Methods of information in medicine, 48, 5, 459-67, 2009

Schwenke M., Färber M., Ehrhardt J., Handels H.
Atlasbasierte 3D-Segmentierung medizinischer Bilddaten mit Fast-Marching-Methoden
In: Meinzer H.P., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2009, Heidelberg, Informatik aktuell, Springer Verlag, 172-176, 2009

Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P.
Advances in Medical Image Computing
Methods of information in medicine, 48, 4, 311-3, 2009

2010

Ehrhardt J., Werner R., Schmidt-Richberg A., Handels H.
Automatic Landmark Detection and Non-Linear Landmark- and Surface-Based Registration of Lung CT Images
In: van Ginneken B., Murphy K., Heimann T., Pekar V., Deng X. (eds.), MICCAI 2010, Bejing, China, Medical Image Analysis for the Clinic - A Grand Challenge, EMPIRE10 - Evaluation of Methods for Pulmonary Image Registration 2010, Workshop Proceedings from the13th International Conference on Medical Image Computing and Computer-Assisted Intervention, 165-174, 2010

Forkert N.D., Säring D., Handels H.
Automatic Analysis of the Anatomy of Arteriovenous Malformations Using 3D and 4D MRA Image Sequences
In: Studies in health technology and informatics, http://www.ncbi.nlm.nih.gov/pubmed/20841888?dopt=Abstract, 160, Pt 2, 1268-72, 2010

Werner R., Wolf J.C., Ehrhardt J., Schmidt-Richberg A., Handels H.
Automatische Landmarkendetektion und -übertragung zur Evaluation der Registrierung von thorakalen CT-Daten
In: Bildverarbeitung für die Medizin 2010, Informatik aktuell, Aachen, Springer Verlag, 31-35, 2010

2011

Fudickar S., Schnor B.
Automated Network Protocol Evaluation - the Potsdam Wireless Testbed
International Journal of Computing, 10, 337-343, 2011

Wilms M., Ehrhardt J., Handels H.
Automatische Segmentierung der Lungenflügel in CT-Daten
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, 119-123, 2011

2012

Ehrhardt J., Krüger J., Bischof A., Barkhausen J., Handels H.
Automatic Correspondence Detection in Mammogram and Breast Tomosynthesis Images
In: Image Processing, SPIE Medical Imaging 2012, San Diego, California, USA, SPIE, 8314, 831421-1-831421-8, 2012

Forkert N.D., Illies T., Möller D., Handels H., Säring D., Fiehler J.
Analysis of the Influence of 4D MRA Temporal Resolution on Time-to-Peak Estimation Accuracy for Different Cerebral Vessel Structures
American Journal of Neuroradiology, 33, 11, 2103-2109, 2012

Forkert N.D., Schmidt-Richberg A., Fiehler J., Illies T., Möller D., Handels H., Säring D.
Automatic Correction of Gaps in Cerebrovascular Segmentations Extracted from 3D Time-of-Flight MRA Datasets
Methods of Information in Medicine, 5, 415-422, 2012

Forkert N.D., Schmidt-Richberg A., Münchau A., Fiehler J., Handels H., Boelmans K.
Automatische Atlas-basierte Differenzierung von Klassischen und Atypischen Parkinsonsyndromen
In: Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P. (eds.), Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer Verlag, 225-230, 2012

Krüger J., Ehrhardt J., Bischof A., Barkhausen J., Handels H.
Automatische Bestimmung von 2D/3D-Korrespondenzen in Mammographie- und Tomosynthese-Bilddaten
In: Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P. (eds.), Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 99-104, 2012

Mastmeyer A., Fortmeier D., Handels H.
Anisotropic Diffusion for Direct Haptic Volume Rendering in Lumbar Puncture Simulation
In: Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P. (eds.), Bildverarbeitung in der Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 286-291, 2012

Suniaga S., Werner R., Kemmling A., Groth M., Fiehler J., Forkert N.D.
Automatische Detektion von Aneurysmen in 3D Time-of-Flight Magnetresonanzangiographie Datensätzen
In: Goltz U., et al (eds.), Interdisziplinärer GI-GMDS-Workshop Medizinische Bildverarbeitung für die computergestützte Diagnostik und Therapie, Braunschweig, Informatik 2012, Lecture Notes in Informatics, GI, Bonn, Vol. P-208, 1738-1744, 2012

2013

Forkert N.D., Schmidt-Richberg A., Treszl A., Hilgetag C., Fiehler J., Münchau A., Handels H., Boelmans K.
Automated Volumes-of-Interest Identification for Classical and Atypical Parkinsonian Syndrome Differentiation Using T2' MR Imaging
Methods of information in medicine, 52, 2, 128-136, 2013

Handels H., Ingenerf J. (eds.)
Abstractband GMDS 2013: 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS)
GMDS 2013, Pro Business, Berlin, Lübeck, 2013

Kock A.-K., Andersen B., Ingenerf J., Handels H.
Archetype-basierte strukturierte Dokumentation auf mobilen Geräten
In: Handels H., Ingenerf J. (eds.), 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID184:322-323, 2013

Werner R., Duscha C., Schmidt-Richberg A., Ehrhardt J., Handels H.
Assessing Accuracy of Non-Linear Registration in 4D Image, Data Using Automatically Detected Landmark Correspondences
In: Ourselin S., Haynor D.R. (eds.), SPIE Medical Imaging 2013, Image Processing, Orlando, USA, 8669-34,0Z1-0Z9, 2013

2015

Kleinfeld A., Maier O., Forkert N., Handels H.
Automatische Detektion von Okklusionen zerebraler Arterien in 3D-Magnetresonanzangiographiedaten
In: Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 17-22, 2015

2016

Baltruschat M., Hensel M., Heinrich M.P.
Automatic Orientation Detection of Hand Structures in Digital X-Ray Images
In: Buzug T.M., Handels H. (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 203-206, 2016

Ehrhardt J., Wilms M., Handels H., Säring D.
Automatic Detection of Cardiac Remodeling using Global and Local Clinical Measures and Random Forest Classification
In: MICCAI Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, Springer International Publishing, 199-207, 2016

Heinrich M.P., Oktay O.
Accurate Intervertebral Disc Localisation and Segmentation in MRI Using Vantage Point Hough Forests and Multi-atlas Fusion
In: International Workshop on Computational Methods and Clinical Applications for Spine Imaging, Springer, Cham, 77-84, 2016

Mücke E., Werner R., Wilms M., Handels H., Gauer T.
Acquisition of respiratory signals and generation of visual realtime biofeedback using structured IR light surface scanning
In: Buzug T.M., Handels H. (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 155-158, 2016

Schnabel J.A., Heinrich M.P., Papież B.W., Brady M.J.
Advances and challenges in deformable image registration: From image fusion to complex motion modelling
Medical Image Analysis, Elsevier, 33, 145-148, 2016

2017

Mastmeyer A., Pernelle G., Ma R., Barber L., Kapur T.
Accurate model-based segmentation of gynecologic brachytherapy catheter collections in MRI-images
Medical Image Analysis, 42, 173-188, 2017

Ulrich H., Kock-Schoppenhauer A.-K., Andersen B., Ingenerf J.
Analysis of Annotated Data Models for Improving Data Quality
Studies in health technology and informatics, 243, 190-194, 2017

2018

Oktay O., Ferrante E., Kamnitsas K., Heinrich M.P., Bai W., Caballero J., Cook S.A., de Marvao A., Dawes T., O'Regan D.P. et al.
Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation
IEEE Transactions on Medical Imaging, 37, 2, 384-395, 2018

Oktay O., Schlemper J., Folgoc L.L., Lee M., Heinrich M.P., Misawa K., Mori K., McDonagh S., Hammerla N.Y., Kainz B. et al.
Attention U-Net: Learning Where to Look for the Pancreas
In: Conference on Medical Imaging with Deep Learning (MIDL 2018), 2018

Simon F., Kock A.-K., Neumann A., Wagenzink S., Nohr M., Jürgens M., Milinski R., Holler U., Habermann J.K., Ingenerf J. et al.
Aufbau eines campusweiten Studienregisters harmonisiert aus DRKS, ClinicalTrails.gov und EU Clinical Trials Register
In: GMDS, Osnabrück, 2018

Tanno R., Makropoulos A., Arslan S., Oktay O., Mischkewitz S., Al-Noor F., Oppenheimer J., Mandegaran R., Kainz B., Heinrich M.P.
AutoDVT: Joint Real-Time Classification for Vein Compressibility Analysis in Deep Vein Thrombosis Ultrasound Diagnostics
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, LNCS, 11071, 905-912, 2018

2019

Deppenwiese N., Kock-Schoppenhauer A.-K., Ulrich H., Duhm-Harbeck P., Ingenerf J.
Automatic Evaluation of Metadata Quality in ISO 11179-3 Conformant Healthcare Metadata Repositories
In: GMDS, Dortmund, 2019

Drenkhahn C.M., Duhm-Harbeck P., Ingenerf J.
Aggregation and Visualization of Laboratory Data by using Ontological Tools based on LOINC and SNOMED CT
In: MedInfo, Lyon, Stud Health Technol Inform, 264, 108-112, 2019

Lucas C., Schöttler J.J., Kemmling A., Aulmann L.F., Heinrich M.P.
Automatic Detection and Segmentation of the Acute Vessel Thrombus in Cerebral CT
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, 74-79, 2019

Schlemper J., Oktay O., Schaap M., Heinrich M.P., Kainz B., Glocker B., Rueckert D.
Attention gated networks: Learning to leverage salient regions in medical images
Medical Image Analysis, 53, 197-207, 2019

Tabatabaei S.A.H., Delforouzi A., Khan M.H., Wesener T., Grzegorzek M.
Automatic Detection of the Cracks on the Concrete Railway Sleepers
International Journal of Pattern Recognition and Artificial Intelligence, 33, 9, 2019

2020

Barkow L., Meincke O., Ulrich H., Ingenerf J.
Analysis of Data Loss when using the Archiving and Exchange Interface for Practice Management Systems
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, 123-126, 2020

Brinkmann A., Fifelski C., Lau S., Kowalski C., Meyer O., Diekmann R., Isken M., Fudickar S., Hein A.
The AAL/Care Laboratory – A Healthcare Prevention System for Caregivers
Nanomaterials and Energy, 9, 1, 1-10, 2020

Hellmers S., Peng L., Lau S., Diekmann R., Elgert L., Bauer J.M., Hein A., Fudickar S.
Activity Scores of Older Adults based on Inertial Measurement Unit Data in Everyday Life
In: Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) - Volume 5: HEALTHINF, Valetta (Malta), SCITEPRESS – Science and Technology Publications, Lda., 579-585, 2020

Herrmann S., Schneider D., Mrongowius J., Heinrich M.P.
Aortic Detection in Image Sequences of Electrical Impedance Tomography
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, 335-338, 2020

Irshad M.T., Nisar M.A., Gouverneur P., Rapp M., Grzegorzek M.
AI Approaches towards Prechtl’s Assessment of General Movements: A Systematic Literature Review
Sensors, 20, 18, 5321, 2020

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