Automatic skull segmentation of MRI volume, a deep learning model trained on synthetic data

The neuro-imaging community has focus on brain, and therefore the first preprocessing step is often to perform a brain mask, throwing out everything outside the brain. There is then a lack of tool for segmenting the skull, which is a tissue of interest for Paleoanthropology. We propose in this work...

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Pubblicato in:URI:https://journals.openedition.org/bmsap,
Autori principali: Valabregue, Romain, Didier, Mélanie, Santin, Mathieu, Bardinet, Éric, Giolland, Victor, Balzeau, Antoine
Natura: Article ou chapitre numérique
Lingua:gb
Pubblicazione: Bulletins et mémoires de la société d’anthropologie de Paris 2025
Accesso online:Accès Université d'Orléans et IFPM
Accès Université d'Orléans et IFPM

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https://ezproxy.univ-orleans.fr/login?url=https://doi.org/10.4000/133po
https://ezproxy.univ-orleans.fr/login?url=https://journals.openedition.org/bmsap/15459