A new preprocessing parameter estimation based on geodesic active contour model for automatic vestibular neuritis diagnosis
Sign Up to like & getrecommendations! Published in 2017 at "Artificial intelligence in medicine"
DOI: 10.1016/j.artmed.2017.07.005
Abstract: The diagnostic of the vestibular neuritis (VN) presents many difficulties to traditional assessment methods This paper deals with a fully automatic VN diagnostic system based on nystagmus parameter estimation using a pupil detection algorithm. A… read more here.
Keywords: estimation; parameter estimation; vestibular neuritis; active contour ... See more keywords
Learning Geodesic Active Contours for Embedding Object Global Information in Segmentation CNNs
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2020.3022693
Abstract: Most existing CNNs-based segmentation methods rely on local appearances learned on the regular image grid, without consideration of the object global information. This article aims to embed the object global geometric information into a learning… read more here.
Keywords: object global; geodesic active; active contours; segmentation ... See more keywords