Publikationen | Institute of Medical Informatics

Gruendner J., Deppenwiese N., Folz M., Köhler T., Kroll B., Prokosch H.-U., Rosenau L., Rühle M., Scheidl M.-A., Schüttler C. et al.
The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation Study
JMIR Medical Informatics, 11, 5, e36709, 2022

Mohamed E., Maiolo C., Linder R., Pöppl S.J., De Lorenzo A.
Artificial Neural Network Analysis: A Novel Application for Predicting Multisite Bone Mineral Density for Healthy Italiens
In: Sixth International Symposium “In Vivo Body Composition Studies”, Rome, Italy, Acta Diabetologica, 39, 137-138, 2002

Mohamed E.I., Maiolo C., Linder R., Pöppl S.J., De Lorenzo A.
Artificial Neural Network Analysis: A Novel Application for Predicting Site-Specific Bone Mineral Density
Acta diabetologica, 40 Suppl 1, S19-22, 2003

Abstract

Linder R., Zamelczyk-Pajewska M., Pöppl S.J., Kośmider J.
An Artificial Neural Network Is Capable of Predicting Odour Intensity
Pol J Environ Stud, 14(4), 477-481, 2005

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

Abstract

Linder R., Pöppl S.J.
Artificial Neural Networks for Classifying Olfactory Signals
Studies in health technology and informatics, 77, 1220-5, 2000

Abstract

Linder R., Geier J., Kölliker M.
Artificial neural networks, classification trees and regression: Which method for which customer?
Database Marketing & Customer Strategy Management, 11(4), 344-356, 2004

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

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

Abstract

Ehrhardt J., Handels H., Malina T., Strathmann B., Plötz W., Pöppl S.J.
Atlas based Segmentation of Bone Structures to Support the Virtual Planning of Hip Operations
International journal of medical informatics, 64, 2-3, 439-47, 2001

Abstract

Ehrhardt J., Handels H., Malina T., Strathmann B., Plötz W., Pöppl S.J.
Atlas based Segmentation of Bone Structures to Support the Virtual Planning of Hip Operations
International Journal of Medical Informatics, 64, 2-3, 439-447, 2001

Ehrhardt J., Handels H., Pöppl S.J.
Atlas-based Determination of Anatomical Landmarks to Support the Virtual Planning of Hip Operations
In: CARS 2003: Computer Assisted Radiology and Surgery, Lemke H.U., Vannier M.W., Inamura K., Farman A.G., Doi K., Reiber J.H.C. (eds.), International Congress Series, Elsevier, London, 1256, 99-104, 2003

Ehrhardt J., Handels H., Plötz W., Pöppl S.J.
Atlas-based Recognition of Anatomical Structures and Landmarks and the Automatic Computation of Orthopedic Parameters
Methods of information in medicine, 43, 4, 391-7, 2004

Abstract

Ehrhardt J., Handels H., Malina T., Strathmann B., Plötz W., Pöppl S.J.
Atlas-Based Recognition of Anatomical Structures and Landmarks to Support the Virtual Three-Dimensional Planning of Hip Operations
In: Ellis R.E., Peters T.M. (eds.), Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003, Montréal, Canada, Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2878, 17-24, 2003

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

Roßmanith C., Meins E., Handels H., Brückmann H.
Atlasbasierte Auswertung von Hirnstamminfarktmustern
In: Arnolds B., Müller H., Saupe D., Tolxdorff T. (eds.), 4. Workshop Digitale Bildverarbeitung in der Medizin, Universität Freiburg, Freiburg, 126-131, 1996

Ehrhardt J., Handels H., Pöppl S.J.
Atlasbasierte Erkennung anatomischer Landmarken
In: Wittenberg T., Hastreiter P., Hoppe U., Handels H., Horsch A., Meinzer H.P. (eds.), Bildverarbeitung für die Medizin 2003, Erlangen, Informatik aktuell, Springer Verlag, Berlin, 393-397, 2003

Ehrhardt J.
Atlasbasierte Erkennung anatomischer Strukturen und Landmarken für die dreidimensionale virtuelle Planung von Hüftoperationen
Books on Demand Norderstedt, 2005

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

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

Riemer M., Wollatz M., Handels H.
Aufbau einer E-Learning-Plattform am Universitätsklinikum Hamburg-Eppendorf -- Erfahrungen und Evaluationen
mdi - Forum der Medizin-Dokumentation und Medizin-Informatik, 3, 93-99, 2007

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

Ehrhardt J., Wilms M.
Autoencoders and Variational Autoencoders in Medical Image Analysis
In: Burgos N., Svoboda D. (eds.), Biomedical Image Synthesis and Simulations: Methods and Applications, Academic Press, In Press

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

Abstract

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

Abstract

Handels H.
Automatic 3D Segmentation and Characterization of Brain Tissues in Multiparametric MR Image Sequences
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, 696-700, 1995

Handels H.
Automatic Analysis and Visualization of Brain Tissues in Multispectral MR Image Data
Machine Graphics & Vision, Vol. 5, 1/2, 25-34, 1996

Handels H.
Automatic Analysis of Multidimensional Image Data for Tissue Visualization in Magnetic Resonance Imaging
In: Workshop Visual Computing, Darmstadt, 1994

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

Abstract

Pallenberg R., Fleitmann M., Soika K., Handels H.
Automatic anatomical structure detection in aortic CT angiography
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, 157-160, 2020

Färber M., Ehrhardt J., Handels H.
Automatic Atlas-based Contour Extraction of Anatomical Structures in Medical Images
In: CARS 2005: Computer Assisted Radiology and Surgery, Berlin, 1281, 272-277, 2005

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

Abstract

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

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

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

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

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

Banach A., Kock-Schoppenhauer A.-K., Ulrich H., Ingenerf J.
The Automatic Evaluation of Metadata in Healthcare
GMS Medizinische Informatik, Biometrie und Epidemiologie, 2021

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

Jagtap A.D., Himstedt M., Heinrich M.P.
Automatic Generation of Synthetic Data for Domain Randomization and Adaptation
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, 137-140, 2022

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

Mietzner O., Mastmeyer A.
Automatic multi-object organ detection and segmentation in abdominal CT 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, 197-200, 2020

Raasch M., Grzegorzek M.
Automatic Nightmare Recognition Using Convolutional Neural Network
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, 187-190, 2022

Rexilius J., Handels H., Nabavi A., Kikinis R., Warfield S.K.
Automatic Nonrigid Registration for Tracking Brain Shift during Neurosurgery
In: Meiler M., Saupe D., Kruggel F., Handels H., Lehmann T. (eds.), Bildverarbeitung für die Medizin 2002, Leipzig, Informatik aktuell, Springer Verlag, 135-138, 2002

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

Pallenberg R., Fleitmann M., Soika K., Stroth A.M., Gerlach J., Furschke A., Barkhausen J., Bischof A., Handels H.
Automatic Quality Measurement of Aortic Contrast-enhanced CT Angiographies for Patient-specific Dose Optimization
International Journal of Computer Assisted Radiology and Surgery, 15, 1611-1617, 2020

Handels H., Ehrhardt J., Strathmann B., Plötz W., Pöppl S.J.
Automatic Recognition of Hip Structures and Anatomical Landmarks Using an Atlas based Approach
In: 7th Germany-Korea Joint Workshop on Advanced Medical Image Processing, Ewha Womans University, Seoul, 2003

Rüttgers S., Hocke J., Heinrich M.P.
Automatic segmentation of prostate zones in MRI data using different variants of the U-Net
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, 169-172, 2020

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

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