Heinz Handels
Heinz Handels
Professor of Medical Informatics, Director DFKI, University of Lübeck
Verified email at - Homepage
Cited by
Cited by
Image processing with neural networks—a review
M Egmont-Petersen, D de Ridder, H Handels
Pattern recognition 35 (10), 2279-2301, 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
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
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
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
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
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
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
Medizinische Bildverarbeitung
H Handels
Medizinische Bildverarbeitung: Bildanalyse, Mustererkennung und …, 2009
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
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
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
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
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
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
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
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
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
Medizinische Bildverarbeitung: Bildanalyse, Mustererkennung und Visualisierung für die computergestützte ärztliche Diagnostik und Therapie
H Handels
Springer-Verlag, 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
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