Dorit Merhof
Dorit Merhof
Professor, Institute of Imaging & Computer Vision, RWTH Aachen University
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Zitiert von
Zitiert von
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
The liver tumor segmentation benchmark (lits)
P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ...
Medical Image Analysis, 102680, 2022
Intraoperative visualization of the pyramidal tract by diffusion-tensor-imaging-based fiber tracking
C Nimsky, O Ganslandt, D Merhof, AG Sorensen, R Fahlbusch
Neuroimage 30 (4), 1219-1229, 2006
Evaluation of a human neurite growth assay as specific screen for developmental neurotoxicants
AK Krug, NV Balmer, F Matt, F Schönenberger, D Merhof, M Leist
Archives of toxicology 87 (12), 2215-2231, 2013
Radiomic versus convolutional neural networks analysis for classification of contrast-enhancing lesions at multiparametric breast MRI
D Truhn, S Schrading, C Haarburger, H Schneider, D Merhof, C Kuhl
Radiology 290 (2), 290-297, 2019
The medical segmentation decathlon
M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ...
Nature communications 13 (1), 1-13, 2022
Fiber tractography based on diffusion tensor imaging compared with high-angular-resolution diffusion imaging with compressed sensing: initial experience
D Kuhnt, MHA Bauer, J Egger, M Richter, T Kapur, J Sommer, D Merhof, ...
Neurosurgery 72, A165-A175, 2013
Modeling the distribution of normal data in pre-trained deep features for anomaly detection
O Rippel, P Mertens, D Merhof
2020 25th International Conference on Pattern Recognition (ICPR), 6726-6733, 2021
Intraoperative visualization of fiber tracking based reconstruction of language pathways in glioma surgery
D Kuhnt, MHA Bauer, A Becker, D Merhof, A Zolal, M Richter, P Grummich, ...
Neurosurgery 70 (4), 911-920, 2012
Discrimination of cell cycle phases in PCNA-immunolabeled cells
F Schönenberger, A Deutzmann, E Ferrando-May, D Merhof
BMC bioinformatics 16 (1), 1-10, 2015
Hybrid visualization for white matter tracts using triangle strips and point sprites
D Merhof, M Sonntag, F Enders, C Nimsky, P Hastreiter, G Greiner
IEEE Transactions on Visualization and Computer Graphics 12 (5), 1181-1188, 2006
Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms
CMW Tax, F Grussu, E Kaden, L Ning, U Rudrapatna, CJ Evans, ...
NeuroImage 195, 285-299, 2019
Visualization of white matter tracts with wrapped streamlines
F Enders, N Sauber, D Merhof, P Hastreiter, C Nimsky, M Stamminger
VIS 05. IEEE Visualization, 2005., 51-58, 2005
Computer vision applied to herbarium specimens of German trees: testing the future utility of the millions of herbarium specimen images for automated identification
J Unger, D Merhof, S Renner
BMC Evolutionary Biology 16 (1), 1-7, 2016
CNN cascades for segmenting sparse objects in gigapixel whole slide images
M Gadermayr, AK Dombrowski, BM Klinkhammer, P Boor, D Merhof
Computerized Medical Imaging and Graphics 71, 40-48, 2019
Generative adversarial networks for facilitating stain-independent supervised and unsupervised segmentation: a study on kidney histology
M Gadermayr, L Gupta, V Appel, P Boor, BM Klinkhammer, D Merhof
IEEE transactions on medical imaging 38 (10), 2293-2302, 2019
Segmentation of brain tumors and patient survival prediction: Methods for the brats 2018 challenge
L Weninger, O Rippel, S Koppers, D Merhof
International MICCAI brainlesion workshop, 3-12, 2018
Deep learning–based segmentation and quantification in experimental kidney histopathology
N Bouteldja, BM Klinkhammer, RD Bülow, P Droste, SW Otten, ...
Journal of the American Society of Nephrology 32 (1), 52-68, 2021
Radiomics feature reproducibility under inter-rater variability in segmentations of CT images
C Haarburger, G Müller-Franzes, L Weninger, C Kuhl, D Truhn, D Merhof
Scientific reports 10 (1), 1-10, 2020
Position dependency of surface roughness in parts from laser beam melting systems
S Kleszczynski, A Ladewig, K Friedberger, J Zur Jacobsmühlen, D Merhof, ...
2015 International Solid Freeform Fabrication Symposium, 2015
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