Florin C. Ghesu
Florin C. Ghesu
Staff Research Scientist @ Siemens Healthineers
Bestätigte E-Mail-Adresse bei siemens-healthineers.com
Titel
Zitiert von
Zitiert von
Jahr
Deep learning for medical image analysis
SK Zhou, H Greenspan, D Shen
Academic Press, 2017
1592017
Deep learning computed tomography
T Würfl, FC Ghesu, V Christlein, A Maier
International conference on medical image computing and computer-assisted …, 2016
127*2016
Multi-scale deep reinforcement learning for real-time 3D-landmark detection in CT scans
FC Ghesu, B Georgescu, Y Zheng, S Grbic, A Maier, J Hornegger, ...
IEEE transactions on pattern analysis and machine intelligence 41 (1), 176-189, 2017
1092017
An artificial agent for anatomical landmark detection in medical images
FC Ghesu, B Georgescu, T Mansi, D Neumann, J Hornegger, ...
International conference on medical image computing and computer-assisted …, 2016
1072016
Marginal space deep learning: efficient architecture for volumetric image parsing
FC Ghesu, E Krubasik, B Georgescu, V Singh, Y Zheng, J Hornegger, ...
IEEE transactions on medical imaging 35 (5), 1217-1228, 2016
1062016
Robust non-rigid registration through agent-based action learning
J Krebs, T Mansi, H Delingette, L Zhang, FC Ghesu, S Miao, AK Maier, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
912017
Method and System for Image Registration Using an Intelligent Artificial Agent
R Liao, S Miao, P De Tournemire, J Krebs, L Zhang, B Georgescu, S Grbic, ...
US Patent App. 15/587,094, 2017
542017
Marginal space deep learning: Efficient architecture for detection in volumetric image data
FC Ghesu, B Georgescu, Y Zheng, J Hornegger, D Comaniciu
International Conference on Medical Image Computing and Computer-Assisted …, 2015
232015
Intelligent multi-scale medical image landmark detection
B Georgescu, FC Ghesu, Y Zheng, D Neumann, T Mansi, D Comaniciu, ...
US Patent 9,792,531, 2017
222017
Robust multi-scale anatomical landmark detection in incomplete 3D-CT data
FC Ghesu, B Georgescu, S Grbic, AK Maier, J Hornegger, D Comaniciu
International Conference on Medical Image Computing and Computer-Assisted …, 2017
192017
Towards intelligent robust detection of anatomical structures in incomplete volumetric data
FC Ghesu, B Georgescu, S Grbic, A Maier, J Hornegger, D Comaniciu
Medical image analysis 48, 203-213, 2018
152018
Quantifying and leveraging classification uncertainty for chest radiograph assessment
FC Ghesu, B Georgescu, E Gibson, S Guendel, MK Kalra, R Singh, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
132019
Intelligent medical image landmark detection
FC Ghesu, B Georgescu, D Neumann, T Mansi, D Comaniciu, W Liu, ...
US Patent 9,569,736, 2017
132017
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels
S Guendel, FC Ghesu, S Grbic, E Gibson, B Georgescu, A Maier, ...
arXiv preprint arXiv:1905.06362, 2019
82019
Multi-scale deep reinforcement machine learning for N-dimensional segmentation in medical imaging
FC Ghesu, B Georgescu, D Comaniciu
US Patent 10,032,281, 2018
52018
Noise reduction in low-dose ct using a 3D multiscale sparse denoising autoencoder
K Mentl, B Mailhé, FC Ghesu, F Schebesch, T Haderlein, A Maier, ...
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
52017
Guided image super-resolution: A new technique for photogeometric super-resolution in hybrid 3-d range imaging
FC Ghesu, T Köhler, S Haase, J Hornegger
German Conference on Pattern Recognition, 227-238, 2014
52014
Efficient Medical Image Parsing
FC Ghesu, B Georgescu, J Hornegger
Deep Learning for Medical Image Analysis 1, 55-81, 2017
32017
Tutorial: Deep learning advancing the state-of-the-art in medical image analysis
V Christlein, FC Ghesu, T Würfl, A Maier, F Isensee, P Neher, ...
Bildverarbeitung für die Medizin 2017, 6-7, 2017
32017
Pectoral muscle detection in digital breast tomosynthesis and mammography
FC Ghesu, M Wels, A Jerebko, M Sühling, J Hornegger, BM Kelm
International MICCAI Workshop on Medical Computer Vision, 148-157, 2013
32013
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