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Florin C. Ghesu
Florin C. Ghesu
Digital Technology & Innovation, Siemens Healthineers
Verified email at siemens-healthineers.com
Title
Cited by
Cited by
Year
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
3232017
Deep learning for medical image analysis
SK Zhou, H Greenspan, D Shen
Academic Press, 2023
3172023
Method and system for anatomical object detection using marginal space deep neural networks
B Georgescu, Y Zheng, H Nguyen, VK Singh, D Comaniciu, D Liu
US Patent 9,730,643, 2017
2752017
Robust non-rigid registration through agent-based action learning
J Krebs, T Mansi, H Delingette, L Zhang, FC Ghesu, S Miao, AK Maier, ...
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
2582017
Partial volume estimation in brain MRI revisited. Medical Image Computing and Computer-Assisted Intervention—MICCAI 2014
A Roche, F Forbes
Springer, 2014
219*2014
Deep learning computed tomography
T Würfl, FC Ghesu, V Christlein, A Maier
Medical Image Computing and Computer-Assisted Intervention-MICCAI 2016: 19th …, 2016
2102016
An artificial agent for anatomical landmark detection in medical images
FC Ghesu, B Georgescu, T Mansi, D Neumann, J Hornegger, ...
Medical Image Computing and Computer-Assisted Intervention-MICCAI 2016: 19th …, 2016
2002016
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
1922017
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
1852016
Method and system for anatomical object detection using marginal space deep neural networks
B Georgescu, Y Zheng, H Nguyen, VK Singh, D Comaniciu, D Liu
US Patent 9,668,699, 2017
1712017
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
1302017
Intelligent medical image landmark detection
FC Ghesu, B Georgescu, D Neumann, T Mansi, D Comaniciu, W Liu, ...
US Patent 9,569,736, 2017
1012017
Contrastive self-supervised learning from 100 million medical images with optional supervision
FC Ghesu, B Georgescu, A Mansoor, Y Yoo, D Neumann, P Patel, ...
Journal of Medical Imaging 9 (6), 064503-064503, 2022
672022
An artificial intelligence–based chest X-ray model on human nodule detection accuracy from a multicenter study
F Homayounieh, S Digumarthy, S Ebrahimian, J Rueckel, BF Hoppe, ...
JAMA Network Open 4 (12), e2141096-e2141096, 2021
612021
Quantifying and leveraging predictive uncertainty for medical image assessment
FC Ghesu, B Georgescu, A Mansoor, Y Yoo, E Gibson, RS Vishwanath, ...
Medical Image Analysis 68, 101855, 2021
552021
Quantifying and leveraging classification uncertainty for chest radiograph assessment
FC Ghesu, B Georgescu, E Gibson, S Guendel, MK Kalra, R Singh, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
532019
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
502018
No surprises: Training robust lung nodule detection for low-dose CT scans by augmenting with adversarial attacks
S Liu, AAA Setio, FC Ghesu, E Gibson, S Grbic, B Georgescu, ...
IEEE Transactions on Medical Imaging 40 (1), 335-345, 2020
482020
Robust multi-scale anatomical landmark detection in incomplete 3D-CT data
FC Ghesu, B Georgescu, S Grbic, AK Maier, J Hornegger, D Comaniciu
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
462017
Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment
S Gündel, AAA Setio, FC Ghesu, S Grbic, B Georgescu, A Maier, ...
Medical Image Analysis 72, 102087, 2021
352021
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