Combining Bayesian and Deep Learning Methods for the Delineation of the Fan in Ultrasound Images

Ultrasound (US) images usually contain identifying information outside the ultrasound fan area and manual annotations placed by the sonographers during exams. For those images to be exploitable in a Deep Learning framework, one needs to first delineate the border of the fan which delimits the ultras...

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Veröffentlicht in:	arXiv.org 2021-02
Hauptverfasser:	Dadoun, Hind, Delingette, Hervé, Rousseau, Anne-Laure, de Kerviler, Eric, Ayache, Nicholas
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Computing time Deep learning Image segmentation Machine learning Ultrasonic imaging Ultrasound
Online-Zugang:	Volltext
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