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 (Abdominal Imaging, 2013)

Multi-organ Localization Combining Global-to-Local Regression and Confidence Maps. - Romane Gauriau; Rémi Cuingnet; David Lesage; Isabelle Bloch (MICCAI (3), 2014)

Multiple template deformation application to abdominal organ segmentation. - Romane Gauriau; Roberto Ardori; David Lesage; Isabelle Bloch (ISBI, 2015)

Interactive Multi-organ Segmentation Based on Multiple Template Deformation. - Romane Gauriau; David Lesage; Mélanie Chiaradia; Baptiste Morel; Isabelle Bloch (MICCAI (3), 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)

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. - Neil Deshmukh; Bernardo Bizzo; Selin Gumustop; Romane Gauriau; Varun Buch; Bradley Wright; Christopher P. Bridge; Ram C. Naidu; Katherine P. Andriole (CoRR, 2019)

An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems. - Charles Lu 001; Julia Strout; Romane Gauriau; Bradley Wright; Fabiola Bezerra De Carvalho Marcruz; Varun Buch; Katherine P. Andriole (CoRR, 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 001; Katherine P. Andriole (CoRR, 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)

Phenotype Detection in Real World Data via Online MixEHR Algorithm. - Ying Xu; Romane Gauriau; Anna Decker; Jacob Oppenheim (CoRR, 2022)

Semantic Decomposition Improves Learning of Large Language Models on EHR Data. - David A. Bloore; Romane Gauriau; Anna L. Decker; Jacob Oppenheim (CoRR, 2022)

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., 2023)