Patrick F. Christ
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Automatic liver and lesion segmentation in CT using cascaded fully convolutional neural networks and 3D conditional random fields
PF Christ, MEA Elshaer, F Ettlinger, S Tatavarty, M Bickel, P Bilic, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
3942016
Automatic liver and tumor segmentation of CT and MRI volumes using cascaded fully convolutional neural networks
PF Christ, F Ettlinger, F Grün, MEA Elshaera, J Lipkova, S Schlecht, ...
arXiv preprint arXiv:1702.05970, 2017
2012017
The liver tumor segmentation benchmark (lits)
P Bilic, PF Christ, E Vorontsov, G Chlebus, H Chen, Q Dou, CW Fu, X Han, ...
arXiv preprint arXiv:1901.04056, 2019
1512019
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
1472019
Automated whole-body bone lesion detection for multiple myeloma on 68Ga-pentixafor PET/CT imaging using deep learning methods
L Xu, G Tetteh, J Lipkova, Y Zhao, H Li, P Christ, M Piraud, A Buck, K Shi, ...
Contrast media & molecular imaging 2018, 2018
462018
SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks
PF Christ, F Ettlinger, G Kaissis, S Schlecht, F Ahmaddy, F Grün, ...
IEEE International Symposium on Biomedical Imaging 2017, 2017
202017
A large annotated medical image dataset for the development and evaluation of segmentation algorithms. 2019
AL Simpson, M Antonelli, S Bakas, M Bilello, K Farahani, B Van Ginneken, ...
arXiv preprint arXiv:1902.09063, 1902
151902
Lits-liver tumor segmentation challenge
P Christ, F Ettlinger, F Grün, J Lipkova, G Kaissis
ISBI and MICCAI, 2017
132017
Diabetes60 - Inferring Bread Units From Food Images Using Fully Convolutional Neural Networks
P F. Christ, S Schlecht, F Ettlinger, F Grun, C Heinle, S Tatavatry, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
7*2017
Human-drone-interaction: A case study to investigate the relation between autonomy and user experience
PF Christ, F Lachner, A Hösl, B Menze, K Diepold, A Butz
European conference on computer vision, 238-253, 2016
72016
October. Automatic liver and lesion segmentation in CT using cascaded fully convolutional neural networks and 3D conditional random fields
PF Christ, MEA Elshaer, F Ettlinger, S Tatavarty, M Bickel, P Bilic, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
62016
Automated unsupervised segmentation of liver lesions in ct scans via cahn-hilliard phase separation
J Lipková, M Rempfler, P Christ, J Lowengrub, BH Menze
arXiv preprint arXiv:1704.02348, 2017
52017
W-Net for Whole-Body Bone Lesion Detection on Ga-Pentixafor PET/CT Imaging of Multiple Myeloma Patients
L Xu, G Tetteh, M Mustafa, J Lipkova, Y Zhao, M Bieth, P Christ, M Piraud, ...
Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and …, 2017
42017
Die Hauptkomponentenanalyse von ADC-Histogrammen als prädiktiver Faktor im HCC
G Kaissis, F Ettlinger, F Ahmaddy, P Chakrabarti, P Christ, B Menze, ...
RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden …, 2017
2017
Convolutional Neural Networks for Classification and Segmentation of Medical Images
PF Christ
Technische Universität München, 2017
2017
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