Automatic Segmentation of the Cerebral Ventricle in Neonates Using Deep Learning with 3D Reconstructed Freehand Ultrasound Imaging

Matthieu Martin (1) , Bruno Sciolla (1) , Michaël Sdika (2) , Xiaoyu Wang , Philippe Quétin (3) , Philippe Delachartre (1)

1 Imagerie Ultrasonore
2 Images et Modèles
3 Centre Hospitalier Henri Duffaut (Avignon)

Domaines: Imagerie médicale; Traitement du signal et de l'image [eess.SP]; Machine Learning [stat.ML]

Matthieu Martin, Bruno Sciolla, Michaël Sdika, Xiaoyu Wang, Philippe Quétin, et al.. Automatic Segmentation of the Cerebral Ventricle in Neonates Using Deep Learning with 3D Reconstructed Freehand Ultrasound Imaging. 2018 IEEE International Ultrasonics Symposium (IUS), Oct 2018, Kobe, Japan. pp.1-4, ⟨10.1109/ULTSYM.2018.8580214⟩. ⟨hal-02043054⟩