Klaus H. Maier-Hein (né Fritzsche)
Klaus H. Maier-Hein (né Fritzsche)
Professor, Division of Medical Image Computing, German Cancer Research Center
Verified email at dkfz.de - Homepage
Title
Cited by
Cited by
Year
The challenge of mapping the human connectome based on diffusion tractography
KH Maier-Hein, PF Neher, JC Houde, MA Côté, E Garyfallidis, J Zhong, ...
Nature communications 8 (1), 1-13, 2017
3732017
Methodological considerations on tract-based spatial statistics (TBSS)
M Bach, FB Laun, A Leemans, CMW Tax, GJ Biessels, B Stieltjes, ...
Neuroimage 100, 358-369, 2014
2852014
The medical imaging interaction toolkit: challenges and advances
M Nolden, S Zelzer, A Seitel, D Wald, M Müller, AM Franz, D Maleike, ...
International journal of computer assisted radiology and surgery 8 (4), 607-620, 2013
2752013
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
2372018
Deep MRI brain extraction: A 3D convolutional neural network for skull stripping
J Kleesiek, G Urban, A Hubert, D Schwarz, K Maier-Hein, M Bendszus, ...
NeuroImage 129, 460-469, 2016
2262016
The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping
A Zwanenburg, M Valličres, MA Abdalah, HJWL Aerts, V Andrearczyk, ...
Radiology 295 (2), 328-338, 2020
2212020
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
2062017
Radiomic profiling of glioblastoma: identifying an imaging predictor of patient survival with improved performance over established clinical and radiologic risk models
P Kickingereder, S Burth, A Wick, M Götz, O Eidel, HP Schlemmer, ...
Radiology 280 (3), 880-889, 2016
1922016
Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?
O Bernard, A Lalande, C Zotti, F Cervenansky, X Yang, PA Heng, I Cetin, ...
IEEE transactions on medical imaging 37 (11), 2514-2525, 2018
1862018
Brain tumor segmentation and radiomics survival prediction: Contribution to the brats 2017 challenge
F Isensee, P Kickingereder, W Wick, M Bendszus, KH Maier-Hein
International MICCAI Brainlesion Workshop, 287-297, 2017
1602017
Large-scale radiomic profiling of recurrent glioblastoma identifies an imaging predictor for stratifying anti-angiogenic treatment response
P Kickingereder, M Götz, J Muschelli, A Wick, U Neuberger, RT Shinohara, ...
Clinical Cancer Research 22 (23), 5765-5771, 2016
1322016
The DTI challenge: toward standardized evaluation of diffusion tensor imaging tractography for neurosurgery
S Pujol, W Wells, C Pierpaoli, C Brun, J Gee, G Cheng, B Vemuri, ...
Journal of Neuroimaging 25 (6), 875-882, 2015
1072015
No new-net
F Isensee, P Kickingereder, W Wick, M Bendszus, KH Maier-Hein
International MICCAI Brainlesion Workshop, 234-244, 2018
1012018
nnu-net: Self-adapting framework for u-net-based medical image segmentation
F Isensee, J Petersen, A Klein, D Zimmerer, PF Jaeger, S Kohl, ...
arXiv preprint arXiv:1809.10486, 2018
992018
A probabilistic u-net for segmentation of ambiguous images
S Kohl, B Romera-Paredes, C Meyer, J De Fauw, JR Ledsam, ...
Advances in Neural Information Processing Systems, 6965-6975, 2018
952018
Automatic cardiac disease assessment on cine-MRI via time-series segmentation and domain specific features
F Isensee, PF Jaeger, PM Full, I Wolf, S Engelhardt, KH Maier-Hein
International workshop on statistical atlases and computational models of …, 2017
842017
Adversarial networks for the detection of aggressive prostate cancer
S Kohl, D Bonekamp, HP Schlemmer, K Yaqubi, M Hohenfellner, ...
arXiv preprint arXiv:1702.08014, 2017
772017
Extremely randomized trees based brain tumor segmentation
M Goetz, C Weber, J Bloecher, B Stieltjes, HP Meinzer, K Maier-Hein
Proceeding of BRATS challenge-MICCAI, 006-011, 2014
692014
Computer‐assisted trajectory planning for percutaneous needle insertions
A Seitel, M Engel, CM Sommer, BA Radeleff, C Essert‐Villard, C Baegert, ...
Medical physics 38 (6Part1), 3246-3259, 2011
692011
Radiomic subtyping improves disease stratification beyond key molecular, clinical, and standard imaging characteristics in patients with glioblastoma
P Kickingereder, U Neuberger, D Bonekamp, PL Piechotta, M Götz, ...
Neuro-oncology 20 (6), 848-857, 2018
642018
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