Romane Gauriau

ORCID

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 7

Top Venues

Télécom ParisTech, France (PHD)

Education History

Télécom ParisTech, France

PHD

Publications

Matthew A. Haber, Giorgio Pietro Biondetti, Romane Gauriau, Donnella S. Comeau, John K. Chin, Bernardo C. Bizzo, Julia Strout, Alexandra J. Golby, Katherine P. Andriole
Detection of idiopathic normal pressure hydrocephalus on head CT using a deep convolutional neural network. Neural Comput. Appl. 35 (13) (2023)
Ying Xu, Romane Gauriau, Anna Decker, Jacob Oppenheim
Phenotype Detection in Real World Data via Online MixEHR Algorithm. CoRR (2022)
David A. Bloore, Romane Gauriau, Anna L. Decker, Jacob Oppenheim
Semantic Decomposition Improves Learning of Large Language Models on EHR Data. CoRR (2022)
Giorgio Pietro Biondetti, Romane Gauriau, Christopher P. Bridge, Charles Lu, Katherine P. Andriole
"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT. CoRR (2020)
Romane Gauriau, Christopher P. Bridge, Lina Chen, Felipe Kitamura, Neil A. Tenenholtz, John E. Kirsch, Katherine P. Andriole, Mark H. Michalski, Bernardo C. Bizzo
Using DICOM Metadata for Radiological Image Series Categorization: a Feasibility Study on Large Clinical Brain MRI Datasets. J. Digit. Imaging 33 (3) (2020)
Charles Lu, Julia Strout, Romane Gauriau, Bradley Wright, Fabiola Bezerra De Carvalho Marcruz, Varun Buch, Katherine P. Andriole
An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems. CoRR (2020)
Neil Deshmukh, Bernardo Bizzo, Selin Gumustop, Romane Gauriau, Varun Buch, Bradley Wright, Christopher P. Bridge, Ram C. Naidu, Katherine P. Andriole
Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports. CoRR (2019)
Romane Gauriau, Rémi Cuingnet, David Lesage, Isabelle Bloch
Multi-organ localization with cascaded global-to-local regression and shape prior. Medical Image Anal. 23 (1) (2015)
Romane Gauriau, David Lesage, Mélanie Chiaradia, Baptiste Morel, Isabelle Bloch
Interactive Multi-organ Segmentation Based on Multiple Template Deformation. MICCAI (3) (2015)
Romane Gauriau, Roberto Ardori, David Lesage, Isabelle Bloch
Multiple template deformation application to abdominal organ segmentation. ISBI (2015)
Romane Gauriau, Rémi Cuingnet, David Lesage, Isabelle Bloch
Multi-organ Localization Combining Global-to-Local Regression and Confidence Maps. MICCAI (3) (2014)
Romane Gauriau, Rémi Cuingnet, Raphael Prevost, Benoit Mory, Roberto Ardon, David Lesage, Isabelle Bloch
A Generic, Robust and Fully-Automatic Workflow for 3D CT Liver Segmentation. Abdominal Imaging (2013)

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Publication Activity (10 Years)

Top Topics

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Romane Gauriau