Romane Gauriau

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

Isabelle Bloch, Raphael Prevost, Romane Gauriau, 2013, Abdominal Imaging.

Interactive Multi-organ Segmentation Based on Multiple Template Deformation

Isabelle Bloch, Romane Gauriau, David Lesage, 2015, MICCAI.

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

Romane Gauriau, Varun Buch, Charles Lu, 2020, ArXiv.

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, 2015 .

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

Ram Naidu, Romane Gauriau, Varun Buch, 2019, ArXiv.

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

Isabelle Bloch, Romane Gauriau, Rémi Cuingnet, 2014, MICCAI.

Multiple template deformation application to abdominal organ segmentation

Isabelle Bloch, Romane Gauriau, David Lesage, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

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

Romane Gauriau, Christopher P. Bridge, Katherine P. Andriole, 2020, ArXiv.

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

Lina Chen, Romane Gauriau, Neil A. Tenenholtz, 2020, Journal of Digital Imaging.

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

Isabelle Bloch, Romane Gauriau, Rémi Cuingnet, 2015, Medical Image Anal..

A Deep Learning-based Model for Detecting Abnormalities on Brain MR Images for Triaging: Preliminary Results from a Multisite Experience.

Romane Gauriau, Katherine P. Andriole, Romeu Côrtes Domingues, 2021, Radiology. Artificial intelligence.

Development and clinical application of a deep learning model to identify acute infarct on magnetic resonance imaging

Stefano Pedemonte, Romane Gauriau, Katherine P. Andriole, 2021, Scientific Reports.

Head CT Deep Learning Model for Early Stroke Identification Outperforms Human Experts

Romane Gauriau, Christopher Bridge, James Hillis, 2021 .