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Romane Gauriau
Romane Gauriau
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Title
Cited by
Cited by
Year
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
702015
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
352020
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
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
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
132021
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
102022
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
92023
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
Synthetic representation of a vascular structure
VMA Auvray, RIM Gauriau, R Florent, A Groth, J Weese
US Patent 10,825,257, 2020
52020
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
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
32023
Contrast injection imaging
RIM Gauriau, C Haase, M Grass, JO Bescos, R Florent
US Patent 11,282,170, 2022
32022
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
Computed tomography medical imaging stroke model
JF Kalafut, B Bizzo, R Gauriau, M Lev, MH Michalski
US Patent 11,331,056, 2022
22022
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
22021
154 Can we improve the accuracy and reproducibility of left ventricular ejection fraction from 2D echocardiography using artificial intelligence? A validation against cardiac …
A Popoff, H Langet, P Piro, C Ropert, P Allain, R Gauriau, G Pizaine, ...
European Heart Journal-Cardiovascular Imaging 21 (Supplement_1), jez319. 032, 2020
22020
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
12023
Semantic Decomposition Improves Learning of Large Language Models on EHR Data
DA Bloore, R Gauriau, AL Decker, J Oppenheim
arXiv preprint arXiv:2212.06040, 2022
12022
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