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Guillaume Chabin
Guillaume Chabin
Siemens Healthineers
Verified email at siemens-healthineers.com
Title
Cited by
Cited by
Year
Automated quantification of CT patterns associated with COVID-19 from chest CT
S Chaganti, P Grenier, A Balachandran, G Chabin, S Cohen, T Flohr, ...
Radiology: Artificial Intelligence 2 (4), e200048, 2020
1592020
Semiautomatically quantified tumor volume using 68Ga-PSMA-11 PET as a biomarker for survival in patients with advanced prostate cancer
R Seifert, K Herrmann, J Kleesiek, M Schäfers, V Shah, Z Xu, G Chabin, ...
Journal of Nuclear Medicine 61 (12), 1786-1792, 2020
912020
Class-aware adversarial lung nodule synthesis in CT images
J Yang, S Liu, S Grbic, AAA Setio, Z Xu, E Gibson, G Chabin, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
402019
Validation of a fully automated liver segmentation algorithm using multi-scale deep reinforcement learning and comparison versus manual segmentation
DJ Winkel, TJ Weikert, HC Breit, G Chabin, E Gibson, TJ Heye, ...
European journal of radiology 126, 108918, 2020
342020
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: a novel approach achieving expert radiologist-level performance using a deep …
EJM Barbosa Jr, WB Gefter, FC Ghesu, S Liu, B Mailhe, A Mansoor, ...
Investigative radiology 56 (8), 471-479, 2021
282021
Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort
EJ Mortani Barbosa Jr, B Georgescu, S Chaganti, GB Aleman, JB Cabrero, ...
European radiology 31 (11), 8775-8785, 2021
26*2021
Quantification of tomographic patterns associated with COVID-19 from chest CT
S Chaganti, A Balachandran, G Chabin, S Cohen, T Flohr, B Georgescu, ...
arXiv preprint arXiv:2004.01279, 2020
212020
Pnyx:: A Powerful and User-friendly Tool for Preference Aggregation.
F Brandt, G Chabin, C Geist
AAMAS, 1915-1916, 2015
202015
3d tomographic pattern synthesis for enhancing the quantification of covid-19
S Liu, B Georgescu, Z Xu, Y Yoo, G Chabin, S Chaganti, S Grbic, S Piat, ...
arXiv preprint arXiv:2005.01903, 2020
172020
A deep image-to-image network organ segmentation algorithm for radiation treatment planning: Principles and evaluation
S Marschner, M Datar, A Gaasch, Z Xu, S Grbic, G Chabin, B Geiger, ...
Radiation Oncology 17 (1), 129, 2022
92022
Quantification of tomographic patterns associated with COVID-19 from chest CT. ArXiv
S Chaganti, A Balachandran, G Chabin, S Cohen, T Flohr, S Liu, F Mellot, ...
arXiv preprint arXiv:2004.01279, 2020
72020
Cosst: Multi-organ segmentation with partially labeled datasets using comprehensive supervisions and self-training
H Liu, Z Xu, R Gao, H Li, J Wang, G Chabin, I Oguz, S Grbic
IEEE Transactions on Medical Imaging, 2024
52024
Quantification of tomographic patterns associated with COVID-19 from chest CT. arXiv 2020
S Chaganti, A Balachandran, G Chabin, S Cohen, T Flohr, B Georgescu, ...
arXiv preprint arXiv:2004.01279, 2020
52020
Class-aware adversarial pulmonary nodule synthesis
J Yang, S Liu, S Grbic, AA Adiyoso, XU Zhoubing, E Gibson, G Chabin, ...
US Patent 11,049,223, 2021
42021
Automatic training and deployment of deep learning technologies
AA Petit, G Chabin, E Gibson, S Grbic, D Comaniciu
US Patent App. 17/118,817, 2021
32021
Automatic detection of covid-19 in chest ct images
S Chaganti, S Grbic, B Georgescu, G Chabin, T Re, Y Yoo, T Flohr, ...
US Patent App. 16/946,435, 2021
22021
Automatic analysis of a large patient population using medical image data
G Chabin, S Grbic, T Re, B Georgescu, A Ezzi, D Comaniciu, D Yu
US Patent App. 16/356,086, 2019
22019
Method and arrangement for automatically localizing organ segments in a three-dimensional image
XU Zhoubing, S Grbic, D Neumann, G Chabin, B Spottiswoode, F Gao, ...
US Patent App. 17/446,732, 2022
12022
Determination of a degree of deformity of at least one vertebral bone
G Chabin, J Sperl, R Kärgel, S Grbic, R Ionasec, D Comaniciu
US Patent 11,074,688, 2021
12021
A Deep Learning Approach for Robust Segmentation of Livers with High Iron Content from MR Images of Pediatric Patients
Z Xu, G Gabin, R Grimm
12021
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