Jul 23, 2023 · This study shows how to use a Deep Convolutional Neural Network (DCNN)-based vessel segmentation system to determine if a infant has ROP.
Abstract: Retinopathy of prematurity (ROP) is the leading cause of blindness in premature babies worldwide. ROP is quantified through the structural ...
Improved Blood Vessels Segmentation of Retinal Image of ...
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Sep 29, 2024 · Retinopathy of prematurity (ROP) is the leading cause of blindness in premature babies worldwide. ROP is quantified through the structural ...
Existing vessel segmentation algorithms work well on retinal images of adults but fail to detect underdeveloped vessel structures of neonatal's fundus images.
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Experimental results show that the proposed Deep Convolutional Neural Network based vessels segmentation system allows better screening of ROP with ...
... Improved blood vessels segmentation of retinal image of infants. In: HEALTHINF, pp. 142–153 (2022) https://doi.org/10.5220/0010849800003123; Kumar, V., Paul ...
Jun 20, 2023 · In this paper, we evaluate the performance of three high-performing convolutional neural networks for retinal blood vessel segmentation.
This study shows how to use a Deep Convolutional Neural Network (DCNN)-based vessel segmentation system to determine if a infant has ROP. The proposed method ...
Oct 8, 2024 · This work presents a solution for automatically segmenting retinal blood vessels in fundus images from newborns. The segmentation pipeline ...