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Romane Gauriau
Romane Gauriau
Sonio
Adresse e-mail validée de sonio.ai
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Multi-organ localization with cascaded global-to-local regression and shape prior
R Gauriau, R Cuingnet, D Lesage, I Bloch
Medical image analysis 23 (1), 70-83, 2015
742015
Using DICOM metadata for radiological image series categorization: a feasibility study on large clinical brain MRI datasets
R Gauriau, C Bridge, L Chen, F Kitamura, NA Tenenholtz, JE Kirsch, ...
Journal of digital imaging 33, 747-762, 2020
392020
Multi-organ localization combining global-to-local regression and confidence maps
R Gauriau, R Cuingnet, D Lesage, I Bloch
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
242014
A generic, robust and fully-automatic workflow for 3D CT liver segmentation
R Gauriau, R Cuingnet, R Prevost, B Mory, R Ardon, D Lesage, I Bloch
Abdominal Imaging. Computation and Clinical Applications: 5th International …, 2013
212013
A deep learning–based model for detecting abnormalities on brain MR images for triaging: preliminary results from a multisite experience
R Gauriau, BC Bizzo, FC Kitamura, O Landi Junior, SF Ferraciolli, ...
Radiology: Artificial Intelligence 3 (4), e200184, 2021
182021
Development and clinical application of a deep learning model to identify acute infarct on magnetic resonance imaging
CP Bridge, BC Bizzo, JM Hillis, JK Chin, DS Comeau, R Gauriau, ...
Scientific Reports 12 (1), 2154, 2022
152022
Multiple template deformation application to abdominal organ segmentation
R Gauriau, R Ardori, D Lesage, I Bloch
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 359-362, 2015
152015
Head CT deep learning model is highly accurate for early infarct estimation
R Gauriau, BC Bizzo, DS Comeau, JM Hillis, CP Bridge, JK Chin, J Pawar, ...
Scientific Reports 13 (1), 189, 2023
112023
Synthetic representation of a vascular structure
VMA Auvray, RIM Gauriau, R Florent, A Groth, J Weese
US Patent 10,825,257, 2020
82020
Contrast injection imaging
RIM Gauriau, C Haase, M Grass, JO Bescos, R Florent
US Patent 11,282,170, 2022
62022
Name that manufacturer
GP Biondetti, R Gauriau, CP Bridge, C Lu, KP Andriole
Relating image acquisition bias with task complexity when training deep …, 2020
62020
Apparatus for determining a functional index for stenosis assessment
C Haase, M Grass, BAP Van Rens, RWM Bullens, PMJ Rongen, ...
US Patent 11,179,043, 2021
52021
Apparatus for determining a functional index for stenosis assessment
C Haase, M Grass, BAP Van Rens, RWM Bullens, PMJ Rongen, ...
US Patent 11,690,518, 2023
42023
Detection of idiopathic normal pressure hydrocephalus on head CT using a deep convolutional neural network
MA Haber, GP Biondetti, R Gauriau, DS Comeau, JK Chin, BC Bizzo, ...
Neural Computing and Applications 35 (13), 9907-9915, 2023
42023
An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems
C Lu, J Strout, R Gauriau, B Wright, FBDC Marcruz, V Buch, K Andriole
arXiv preprint arXiv:2003.07678, 2020
42020
Shape-based approaches for fast multi-organ localization and segmentation in 3D medical images
R Gauriau
Telecom ParisTech, 2015
42015
Medical reporting apparatus
VMA Auvray, RIM Gauriau, R Florent
US Patent 11,545,252, 2023
32023
Interactive multi-organ segmentation based on multiple template deformation
R Gauriau, D Lesage, M Chiaradia, B Morel, I Bloch
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th …, 2015
32015
Device, system and method for interacting with vessel images
JO Bescos, R Florent, RIM Gauriau, C Haase, M Grass, VMA Auvray
US Patent 11,409,422, 2022
22022
Computed tomography medical imaging stroke model
JF Kalafut, B Bizzo, R Gauriau, M Lev, MH Michalski
US Patent 11,331,056, 2022
22022
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