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German Gonzalez Serrano
German Gonzalez Serrano
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Verified email at sierra-research.com
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Cited by
Year
Disease staging and prognosis in smokers using deep learning in chest computed tomography
G Gonzalez, SY Ash, G Vegas-Sanchez-Ferrero, J Onieva Onieva, ...
American journal of respiratory and critical care medicine 197 (2), 193-203, 2018
1992018
Automated reconstruction of dendritic and axonal trees by global optimization with geometric priors
E Türetken, G González, C Blum, P Fua
Neuroinformatics 9, 279-302, 2011
1522011
BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients
MDLI Vayá, JM Saborit, JA Montell, A Pertusa, A Bustos, M Cazorla, ...
arXiv preprint arXiv:2006.01174, 2020
1342020
Automated Agatston score computation in non-ECG gated CT scans using deep learning
C Cano-Espinosa, GR González, Germán Washko, M Cazorla, ...
Medical Imaging 2018; Image Processing 10574, 2018
672018
Delineating trees in noisy 2D images and 3D image-stacks
G González, E Türetken, P Fua
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
532010
Steerable features for statistical 3D dendrite detection
G González, F Aguet, F Fleuret, M Unser, P Fua
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2009: 12th …, 2009
532009
Learning rotational features for filament detection
G González, F Fleurety, P Fua
2009 IEEE Conference on Computer Vision and Pattern Recognition, 1582-1589, 2009
512009
Photometric stereo endoscopy
V Parot, D Lim, G González, G Traverso, NS Nishioka, BJ Vakoc, NJ Durr
Journal of biomedical optics 18 (7), 076017-076017, 2013
472013
Tracking human motion and actions for interactive robots
OC Jenkins, G González, MM Loper
Proceedings of the ACM/IEEE international conference on Human-robot …, 2007
462007
Pulmonary vascular morphology as an imaging biomarker in chronic thromboembolic pulmonary hypertension
FN Rahaghi, JC Ross, M Agarwal, G González, CE Come, AA Diaz, ...
Pulmonary circulation 6 (1), 70-81, 2016
452016
Photometric stereo endoscopy
NJ Durr, VJ Parot, D Lim, GG Serrano
US Patent App. 14/758,755, 2015
342015
Interactive human pose and action recognition using dynamical motion primitives
OC Jenkins, GG Serrano, MM Loper
International Journal of Humanoid Robotics 4 (02), 365-385, 2007
332007
Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans
G González, GR Washko, R San José Estépar
Medical Imaging 2018; Image Processing 10574, 2018
292018
Automated agatston score computation in a large dataset of non ECG-gated chest computed tomography
G González, GR Washko, RSJ Estépar
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 53-57, 2016
282016
Biomedical Image Processing with Containers and Deep Learning: An Automated Analysis Pipeline: Data architecture, artificial intelligence, automated processing …
G González, CL Evans
BioEssays 41 (6), 1900004, 2019
262019
Ventricular geometry from non-contrast non-ECG-gated CT scans: an imaging marker of cardiopulmonary disease in smokers
FN Rahaghi, G Vegas-Sanchez-Ferrero, JK Minhas, CE Come, ...
Academic radiology 24 (5), 594-602, 2017
232017
Multi-structure segmentation from partially labeled datasets. application to body composition measurements on ct scans
G González, GR Washko, R San José Estépar
Image Analysis for Moving Organ, Breast, and Thoracic Images: Third …, 2018
222018
Computer vision profiling of neurite outgrowth dynamics reveals spatiotemporal modularity of Rho GTPase signaling
L Fusco, R Lefort, K Smith, F Benmansour, G Gonzalez, C Barillari, B Rinn, ...
Journal of cell biology 212 (1), 91-111, 2016
192016
Computer aided detection of pulmonary embolism using multi-slice multi-axial segmentation
C Cano-Espinosa, M Cazorla, G González
Applied Sciences 10 (8), 2945, 2020
182020
Biomarker localization from deep learning regression networks
C Cano-Espinosa, G González, GR Washko, M Cazorla, RSJ Estépar
IEEE transactions on medical imaging 39 (6), 2121-2132, 2020
182020
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