Romane Gauriau

According to our database, Romane Gauriau authored at least 13 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Detection of idiopathic normal pressure hydrocephalus on head CT using a deep convolutional neural network.

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

Neural Comput. Appl., May, 2023

2022

Semantic Decomposition Improves Learning of Large Language Models on EHR Data.

David A. Bloore, Romane Gauriau, Anna L. Decker, Jacob Oppenheim

CoRR, 2022

Phenotype Detection in Real World Data via Online MixEHR Algorithm.

Ying Xu, Romane Gauriau, Anna Decker, Jacob Oppenheim

CoRR, 2022

2020

Using DICOM Metadata for Radiological Image Series Categorization: a Feasibility Study on Large Clinical Brain MRI Datasets.

Romane Gauriau, Christopher P. Bridge, Lina Chen, Felipe Kitamura, Neil A. Tenenholtz, John E. Kirsch, Katherine P. Andriole, Mark H. Michalski, Bernardo C. Bizzo

J. Digit. Imaging, 2020

"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT.

Giorgio Pietro Biondetti, Romane Gauriau, Christopher P. Bridge, Charles Lu, Katherine P. Andriole

CoRR, 2020

An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems.

Charles Lu, Julia Strout, Romane Gauriau, Bradley Wright, Fabiola Bezerra De Carvalho Marcruz, Varun Buch, Katherine P. Andriole

CoRR, 2020

2019

Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports.

Neil Deshmukh, Bernardo Bizzo, Selin Gumustop, Romane Gauriau, Varun Buch, Bradley Wright, Christopher P. Bridge, Ram C. Naidu, Katherine P. Andriole

CoRR, 2019

2015

Shape-based approaches for fast multi-organ localization and segmentation in 3D medical images. (Méthodes multi-organes rapides avec a priori de forme pour la localisation et la segmentation en imagerie médicale 3D).

Romane Gauriau

PhD thesis, 2015

Multi-organ localization with cascaded global-to-local regression and shape prior.

Romane Gauriau, Rémi Cuingnet, David Lesage, Isabelle Bloch

Medical Image Anal., 2015

Interactive Multi-organ Segmentation Based on Multiple Template Deformation.

Romane Gauriau, David Lesage, Mélanie Chiaradia, Baptiste Morel, Isabelle Bloch

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Multiple template deformation application to abdominal organ segmentation.

Romane Gauriau, Roberto Ardori, David Lesage, Isabelle Bloch

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

Multi-organ Localization Combining Global-to-Local Regression and Confidence Maps.

Romane Gauriau, Rémi Cuingnet, David Lesage, Isabelle Bloch

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

A Generic, Robust and Fully-Automatic Workflow for 3D CT Liver Segmentation.

Romane Gauriau, Rémi Cuingnet, Raphael Prevost, Benoit Mory, Roberto Ardon, David Lesage, Isabelle Bloch

Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013