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
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
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
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
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
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
An objective comparison of cell-tracking algorithms
V Ulman, M Maška, KEG Magnusson, O Ronneberger, C Haubold, ...
Nature methods 14 (12), 1141-1152, 2017
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), 1382-1387, 2012
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
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
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, 2008
Early functional magnetic resonance imaging activations predict language outcome after stroke
D Saur, O Ronneberger, D Kümmerer, I Mader, C Weiller, S Klöppel
Brain 133 (4), 1252-1264, 2010
ViBE-Z: a framework for 3D virtual colocalization analysis in zebrafish larval brains
O Ronneberger, K Liu, M Rath, D Rueβ, T Mueller, H Skibbe, B Drayer, ...
Nature methods 9 (7), 735-742, 2012
Identification of single eukaryotic cells with micro‐Raman spectroscopy
P Rösch, M Harz, KD Peschke, O Ronneberger, H Burkhardt, J Popp
Biopolymers: Original Research on Biomolecules 82 (4), 312-316, 2006
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
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