Heinz Handels

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Citations	9369	3973
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Rene WernerUniversity Medical Center Hamburg-Eppendorf, Center for Biomedical Artificial IntelligenceVerified email at uke.de
Alexander Schmidt-RichbergPhilips Research Laboratories HamburgVerified email at philips.com
Matthias WilmsUniversity of CalgaryVerified email at ucalgary.ca
Hristina UzunovaInstitute of Medical Informatics, University of LübeckVerified email at imi.uni-luebeck.de
Oskar MaierInstitute for Medical Informatics, Universität zu LübeckVerified email at outfittery.de
Thomas M. Deserno, geb. LehmannPLRI, TU BraunschweigVerified email at tu-bs.de
Timo KeppGerman Research Center for Artificial Intelligence, Lübeck, GermanyVerified email at dfki.de
Mattias P. HeinrichUniversity of LuebeckVerified email at imi.uni-luebeck.de
Alexander HorschProfessor of Computer Science, UiT - The Arctic University of NorwayVerified email at uit.no
Xavier PennecSenior Research Scientist (Directeur de Recherche), INRIA, Epione teamVerified email at inria.fr
Julia KrügerResearcher, jung diagnostics GmbHVerified email at jung-diagnostics.de
Nicholas AyacheResearch Director at INRIA/ CSO of 3IA Côte d'AzurVerified email at inria.fr
Gereon HüttmannInstitut für Biomedizinische Optik, Universität zu LübeckVerified email at bmo.uni-luebeck.de
Christoph BuschProfessor for Biometrics, Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no
Christoph PalmProfessor (Full), Ostbayerische Technische Hochschule Regensburg, ReMICVerified email at oth-regensburg.de
Andreas K. MaierUniversity of Erlangen-NurembergVerified email at fau.de
Dick de Ridderprofessor bioinformatics, Wageningen University & Research CentreVerified email at wur.nl
Thorsten M. BuzugProfessor of Medical Engineering, Institute of Medical Engineering, University of LübeckVerified email at imt.uni-luebeck.de
Jan ModersitzkiMathematics and Image Computing, University of LübeckVerified email at mic.uni-luebeck.de
Thomas PolzinAlumnus of the Institute of Mathematics and Image Computing, University of LübeckVerified email at mgvmedia.com

Heinz Handels

Professor of Medical Informatics, Director DFKI, University of Lübeck

Verified email at dfki.de - Homepage

Medical Image Computing Artificial Intelligence Deep Learning Virtual Reality Simulations


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Image processing with neural networks—a review M Egmont-Petersen, D de Ridder, H Handels Pattern recognition 35 (10), 2279-2301, 2002	1653	2002
ISLES 2015-A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI O Maier, BH Menze, J Von der Gablentz, L Häni, MP Heinrich, M Liebrand, ... Medical image analysis 35, 250-269, 2017	516	2017
Longitudinal multiple sclerosis lesion segmentation: resource and challenge A Carass, S Roy, A Jog, JL Cuzzocreo, E Magrath, A Gherman, J Button, ... NeuroImage 148, 77-102, 2017	327	2017
Statistical modeling of 4D respiratory lung motion using diffeomorphic image registration J Ehrhardt, R Werner, A Schmidt-Richberg, H Handels IEEE transactions on medical imaging 30 (2), 251-265, 2010	194	2010
An optical flow based method for improved reconstruction of 4D CT data sets acquired during free breathing J Ehrhardt, R Werner, D Säring, T Frenzel, W Lu, D Low, H Handels Medical Physics 34 (2), 711-721, 2007	194	2007
Extra tree forests for sub-acute ischemic stroke lesion segmentation in MR sequences O Maier, M Wilms, J von der Gablentz, UM Krämer, TF Münte, H Handels Journal of neuroscience methods 240, 89-100, 2015	193	2015
Feature selection for optimized skin tumor recognition using genetic algorithms H Handels, T Roß, J Kreusch, HH Wolff, SJ Poeppl Artificial Intelligence in Medicine 16 (3), 283-297, 1999	186	1999
Patient‐specific finite element modeling of respiratory lung motion using 4D CT image data R Werner, J Ehrhardt, R Schmidt, H Handels Medical physics 36 (5), 1500-1511, 2009	182	2009
Medizinische Bildverarbeitung H Handels Medizinische Bildverarbeitung: Bildanalyse, Mustererkennung und …, 2009	174*	2009
Evaluating white matter lesion segmentations with refined Sørensen-Dice analysis A Carass, S Roy, A Gherman, JC Reinhold, A Jesson, T Arbel, O Maier, ... Scientific reports 10 (1), 8242, 2020	162	2020
Classifiers for ischemic stroke lesion segmentation: a comparison study O Maier, C Schröder, ND Forkert, T Martinetz, H Handels PloS one 10 (12), e0145118, 2015	153	2015
Training CNNs for image registration from few samples with model-based data augmentation H Uzunova, M Wilms, H Handels, J Ehrhardt Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017	137	2017
Estimation of slipping organ motion by registration with direction-dependent regularization A Schmidt-Richberg, R Werner, H Handels, J Ehrhardt Medical image analysis 16 (1), 150-159, 2012	119	2012
Estimation of large motion in lung CT by integrating regularized keypoint correspondences into dense deformable registration J Rühaak, T Polzin, S Heldmann, IJA Simpson, H Handels, J Modersitzki, ... IEEE transactions on medical imaging 36 (8), 1746-1757, 2017	115	2017
Virtual reality simulator for the training of lumbar punctures M Färber, F Hummel, C Gerloff, H Handels Methods of information in medicine 48 (05), 493-501, 2009	98	2009
Three-dimensional planning and simulation of hip operations and computer-assisted construction of endoprostheses in bone tumor surgery H Handels, J Ehrhardt, W Plötz, SJ Pöppl Computer Aided Surgery 6 (2), 65-76, 2001	98	2001
Unsupervised pathology detection in medical images using conditional variational autoencoders H Uzunova, S Schultz, H Handels, J Ehrhardt International journal of computer assisted radiology and surgery 14, 451-461, 2019	95	2019
3D cerebrovascular segmentation combining fuzzy vessel enhancement and level-sets with anisotropic energy weights ND Forkert, A Schmidt-Richberg, J Fiehler, T Illies, D Möller, D Säring, ... Magnetic resonance imaging 31 (2), 262-271, 2013	83	2013
Medizinische Bildverarbeitung: Bildanalyse, Mustererkennung und Visualisierung für die computergestützte ärztliche Diagnostik und Therapie H Handels Springer-Verlag, 2009	76	2009
Generation of a statistical shape model with probabilistic point correspondences and the expectation maximization-iterative closest point algorithm H Hufnagel, X Pennec, J Ehrhardt, N Ayache, H Handels International journal of computer assisted radiology and surgery 2, 265-273, 2008	69	2008

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