| 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 | 1774 | 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 84, 102680, 2023 | 937 | 2023 |
| The medical segmentation decathlon M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ... Nature communications 13 (1), 4128, 2022 | 646 | 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 | 279 | 2006 |
| 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 | 220 | 2021 |
| 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 | 207 | 2019 |
| Diffusion models in medical imaging: A comprehensive survey A Kazerouni, EK Aghdam, M Heidari, R Azad, M Fayyaz, I Hacihaliloglu, ... Medical Image Analysis, 102846, 2023 | 176 | 2023 |
| 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, 2215-2231, 2013 | 173 | 2013 |
| Hiformer: Hierarchical multi-scale representations using transformers for medical image segmentation M Heidari, A Kazerouni, M Soltany, R Azad, EK Aghdam, J Cohen-Adad, ... Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023 | 120 | 2023 |
| 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 | 119 | 2013 |
| 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 | 113 | 2021 |
| 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 | 111 | 2019 |
| Medical image segmentation review: The success of u-net R Azad, EK Aghdam, A Rauland, Y Jia, AH Avval, A Bozorgpour, ... arXiv preprint arXiv:2211.14830, 2022 | 103 | 2022 |
| Discrimination of cell cycle phases in PCNA-immunolabeled cells F Schönenberger, A Deutzmann, E Ferrando-May, D Merhof BMC bioinformatics 16, 1-10, 2015 | 100 | 2015 |
| 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 | 98 | 2012 |
| Segmentation of brain tumors and patient survival prediction: Methods for the brats 2018 challenge L Weninger, O Rippel, S Koppers, D Merhof Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019 | 89 | 2019 |
| 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), 12688, 2020 | 88 | 2020 |
| 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 | 82 | 2019 |
| 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 | 81 | 2006 |
| 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 | 76 | 2005 |
