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Patrick F. Christ
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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
9992023
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
9422019
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, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th …, 2016
7992016
The medical segmentation decathlon
M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ...
Nature communications 13 (1), 4128, 2022
7252022
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
4292017
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 (1), 2391925, 2018
1402018
The liver tumor segmentation benchmark (lits). arXiv 2019
P Bilic, PF Christ, E Vorontsov, G Chlebus, H Chen, Q Dou, CW Fu, X Han, ...
arXiv preprint arXiv:1901.04056 15, 16, 2019
472019
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
452017
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
28*2017
Lits-liver tumor segmentation challenge
P Christ, F Ettlinger, F Grün, J Lipkova, G Kaissis
ISBI and MICCAI, 2017
232017
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
Computer Vision–ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8 …, 2016
122016
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
102016
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, ...
International Workshop on Reconstruction and Analysis of Moving Body Organs …, 2017
82017
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
72017
Convolutional Neural Networks for Classification and Segmentation of Medical Images
PF Christ
Technische Universität München, 2017
12017
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
Predicting patient survival in hepatocellular carcinoma (HCC) from diffusion weighted magnetic resonance imaging (DW-MRI) data using neural networks
F Ettlinger, P Christ, G Kaissis, F Ahmaddy, F Grün, S Schlecht, ...
Proc. Intl. Soc. Mag. Reson. Med 25, 2017, 1785
1785
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