Olaf Ronneberger
Olaf Ronneberger
apl. Prof. for Computer Science, University of Freiburg, Germany
Verified email at cs.uni-freiburg.de - Homepage
Cited by
Cited by
U-net: Convolutional networks for biomedical image segmentation
O Ronneberger, P Fischer, T Brox
International Conference on Medical image computing and computer-assisted …, 2015
3D U-Net: learning dense volumetric segmentation from sparse annotation
Ö Çiçek, A Abdulkadir, SS Lienkamp, T Brox, O Ronneberger
International conference on medical image computing and computer-assisted …, 2016
Clinically applicable deep learning for diagnosis and referral in retinal disease
J De Fauw, JR Ledsam, B Romera-Paredes, S Nikolov, N Tomasev, ...
Nature medicine 24 (9), 1342-1350, 2018
U-Net: deep learning for cell counting, detection, and morphometry
T Falk, D Mai, R Bensch, Ö Çiçek, A Abdulkadir, Y Marrakchi, A Böhm, ...
Nature methods 16 (1), 67-70, 2019
Chemotaxonomic identification of single bacteria by micro-Raman spectroscopy: application to clean-room-relevant biological contaminations
P Rösch, M Harz, M Schmitt, KD Peschke, O Ronneberger, H Burkhardt, ...
Applied and environmental microbiology 71 (3), 1626-1637, 2005
Medical image computing and computer-assisted intervention–MICCAI 2015
O Ronneberger, P Fischer, T Brox, N Navab, J Hornegger, W Wells, ...
Cham: Springer, 234-241, 2015
A new fate mapping system reveals context-dependent random or clonal expansion of microglia
TL Tay, D Mai, J Dautzenberg, F Fernandez-Klett, G Lin, M Datta, ...
Nature neuroscience 20 (6), 793, 2017
Gland segmentation in colon histology images: The glas challenge contest
K Sirinukunwattana, JPW Pluim, H Chen, X Qi, PA Heng, YB Guo, ...
Medical image analysis 35, 489-502, 2017
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge
EE Bron, M Smits, WM Van Der Flier, H Vrenken, F Barkhof, P Scheltens, ...
NeuroImage 111, 562-579, 2015
An objective comparison of cell-tracking algorithms
V Ulman, M Maška, KEG Magnusson, O Ronneberger, C Haubold, ...
Nature methods 14 (12), 1141-1152, 2017
Micro-Raman spectroscopic identification of bacterial cells of the genus Staphylococcus and dependence on their cultivation conditions
M Harz, P Rösch, KD Peschke, O Ronneberger, H Burkhardt, J Popp
Analyst 130 (11), 1543-1550, 2005
U-Net: Convolutional networks for biomedical image segmentation. arXiv 2015
O Ronneberger, P Fischer, T Brox
arXiv preprint arXiv:1505.04597, 2019
Comprehensive catecholaminergic projectome analysis reveals single-neuron integration of zebrafish ascending and descending dopaminergic systems
TL Tay, O Ronneberger, S Ryu, R Nitschke, W Driever
Nature communications 2 (1), 1-12, 2011
Vertebrate kidney tubules elongate using a planar cell polarity–dependent, rosette-based mechanism of convergent extension
SS Lienkamp, K Liu, CM Karner, TJ Carroll, O Ronneberger, ...
Nature genetics 44 (12), 1382, 2012
A large annotated medical image dataset for the development and evaluation of segmentation algorithms
AL Simpson, M Antonelli, S Bakas, M Bilello, K Farahani, B Van Ginneken, ...
arXiv preprint arXiv:1902.09063, 2019
A probabilistic u-net for segmentation of ambiguous images
SAA Kohl, B Romera-Paredes, C Meyer, J De Fauw, JR Ledsam, ...
arXiv preprint arXiv:1806.05034, 2018
XuvTools: free, fast and reliable stitching of large 3D datasets
M Emmenlauer, O Ronneberger, A Ponti, P Schwarb, A Griffa, A Filippi, ...
Journal of microscopy 233 (1), 42-60, 2009
Rotation-invariant HOG descriptors using Fourier analysis in polar and spherical coordinates
K Liu, H Skibbe, T Schmidt, T Blein, K Palme, T Brox, O Ronneberger
International Journal of Computer Vision 106 (3), 342-364, 2014
A benchmark for comparison of dental radiography analysis algorithms
CW Wang, CT Huang, JH Lee, CH Li, SW Chang, MJ Siao, TM Lai, ...
Medical image analysis 31, 63-76, 2016
Spatial quantitative analysis of fluorescently labeled nuclear structures: problems, methods, pitfalls
O Ronneberger, D Baddeley, F Scheipl, PJ Verveer, H Burkhardt, ...
Chromosome Research 16 (3), 523-562, 2008
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