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Timo Kohlberger
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Detecting cancer metastases on gigapixel pathology images
Y Liu, K Gadepalli, M Norouzi, GE Dahl, T Kohlberger, A Boyko, ...
arXiv preprint arXiv:1703.02442, 2017
7502017
Artificial intelligence–based breast cancer nodal metastasis detection: insights into the black box for pathologists
Y Liu, T Kohlberger, M Norouzi, GE Dahl, JL Smith, A Mohtashamian, ...
Archives of pathology & laboratory medicine 143 (7), 859-868, 2019
3612019
Shape statistics in kernel space for variational image segmentation
D Cremers, T Kohlberger, C Schnörr
Pattern Recognition 36 (9), 1929-1943, 2003
3462003
An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis
PHC Chen, K Gadepalli, R MacDonald, Y Liu, S Kadowaki, K Nagpal, ...
Nature medicine 25 (9), 1453-1457, 2019
2482019
Variational optical flow computation in real time
A Bruhn, J Weickert, C Feddern, T Kohlberger, C Schnorr
IEEE Transactions on Image Processing 14 (5), 608-615, 2005
2442005
Nonlinear shape statistics in mumford—shah based segmentation
D Cremers, T Kohlberger, C Schnörr
Computer Vision—ECCV 2002: 7th European Conference on Computer Vision …, 2002
2252002
A multigrid platform for real-time motion computation with discontinuity-preserving variational methods
A Bruhn, J Weickert, T Kohlberger, C Schnörr
International Journal of Computer Vision 70, 257-277, 2006
2202006
Variational optical flow estimation for particle image velocimetry
P Ruhnau, T Kohlberger, C Schnörr, H Nobach
Experiments in Fluids 38, 21-32, 2005
2152005
Kernel methods in bioengineering, signal and image processing
G Camps-Valls, JL Rojo-Álvarez, M Martínez-Ramón
Igi Global, 2007
1202007
Real-time optic flow computation with variational methods
A Bruhn, J Weickert, C Feddern, T Kohlberger, C Schnörr
Computer Analysis of Images and Patterns: 10th International Conference …, 2003
1202003
Evaluating segmentation error without ground truth
T Kohlberger, V Singh, C Alvino, C Bahlmann, L Grady
International Conference on Medical Image Computing and Computer-Assisted …, 2012
1162012
Whole-slide image focus quality: Automatic assessment and impact on ai cancer detection
T Kohlberger, Y Liu, M Moran, PHC Chen, T Brown, JD Hipp, CH Mermel, ...
Journal of pathology informatics 10 (1), 39, 2019
842019
Automatic multi-organ segmentation using learning-based segmentation and level set optimization
T Kohlberger, M Sofka, J Zhang, N Birkbeck, J Wetzl, J Kaftan, J Declerck, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
752011
Multi-stage learning for robust lung segmentation in challenging CT volumes
M Sofka, J Wetzl, N Birkbeck, J Zhang, T Kohlberger, J Kaftan, J Declerck, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
702011
Variational dense motion estimation using the Helmholtz decomposition
T Kohlberger, É Mémin, C Schnörr
International Conference on Scale-Space Theories in Computer Vision, 432-448, 2003
602003
4D shape priors for a level set segmentation of the left myocardium in SPECT sequences
T Kohlberger, D Cremers, M Rousson, R Ramaraj, G Funka-Lea
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2006: 9th …, 2006
562006
Detecting cancer metastases on gigapixel pathology images. arXiv 2017
Y Liu, K Gadepalli, M Norouzi, GE Dahl, T Kohlberger, A Boyko, ...
arXiv preprint arXiv:1703.02442, 2017
502017
Domain decomposition for variational optical-flow computation
T Kohlberger, C Schnorr, A Bruhn, J Weickert
IEEE Transactions on Image Processing 14 (8), 1125-1137, 2005
452005
Discontinuity-preserving computation of variational optic flow in real-time
A Bruhn, J Weickert, T Kohlberger, C Schnörr
Scale Space and PDE Methods in Computer Vision: 5th International Conference …, 2005
432005
Precise segmentation of multiple organs in CT volumes using learning-based approach and information theory
C Lu, Y Zheng, N Birkbeck, J Zhang, T Kohlberger, C Tietjen, T Boettger, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012
412012
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