Romane Gauriau

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

Romane Gauriau, Rémi Cuingnet, D. Lesage et al. · Medical Image Analysis · 2015 · 64 citations

Image Analysis, Machine Vision, Medical Imaging +10

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

Romane Gauriau, Christopher P. Bridge, Lina Chen et al. · Journal of Digital Imaging · 2020 · 39 citations · Full text

Engineering, Feasibility Study, Neuro-oncology +17

Head CT deep learning model is highly accurate for early infarct estimation

Romane Gauriau, Bernardo C. Bizzo, Donnella S. Comeau et al. · Scientific Reports · 2023 · 31 citations · Full text

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

Romane Gauriau, Rémi Cuingnet, David Lesage et al. · Lecture notes in computer science · 2014 · 20 citations

Machine Vision, Machine Learning, Image Analysis +10

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

Romane Gauriau, Bernardo C. Bizzo, Felipe Kitamura et al. · Radiology Artificial Intelligence · 2021 · 20 citations · Full text