Zobrazeno 1 - 10
of 55
pro vyhledávání: '"Dang, Kang"'
Detecting anomalies in fundus images through unsupervised methods is a challenging task due to the similarity between normal and abnormal tissues, as well as their indistinct boundaries. The current methods have limitations in accurately detecting su
Externí odkaz:
http://arxiv.org/abs/2312.16470
Unsupervised domain adaptation (UDA) has increasingly gained interests for its capacity to transfer the knowledge learned from a labeled source domain to an unlabeled target domain. However, typical UDA methods require concurrent access to both the s
Externí odkaz:
http://arxiv.org/abs/2307.09769
Publikováno v:
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), Cartagena, Colombia, 2023, pp. 1-5
Recently anomaly detection has drawn much attention in diagnosing ocular diseases. Most existing anomaly detection research in fundus images has relatively large anomaly scores in the salient retinal structures, such as blood vessels, optical cups an
Externí odkaz:
http://arxiv.org/abs/2303.03817
Accurate fovea localization is essential for analyzing retinal diseases to prevent irreversible vision loss. While current deep learning-based methods outperform traditional ones, they still face challenges such as the lack of local anatomical landma
Externí odkaz:
http://arxiv.org/abs/2302.06961
Deep-learning-based approaches for retinal lesion segmentation often require an abundant amount of precise pixel-wise annotated data. However, coarse annotations such as circles or ellipses for outlining the lesion area can be six times more efficien
Externí odkaz:
http://arxiv.org/abs/2208.14294
Autor:
Luo, Tongyi, Xiao, Jia, Zhang, Chuncao, Chen, Siheng, Tian, Yuan, Yu, Guangjun, Dang, Kang, Ding, Xiaowei
To make the earlier medical intervention of infants' cerebral palsy (CP), early diagnosis of brain damage is critical. Although general movements assessment(GMA) has shown promising results in early CP detection, it is laborious. Most existing works
Externí odkaz:
http://arxiv.org/abs/2208.03648
Autor:
Song, Sifan, Wang, Jinfeng, Cheng, Fengrui, Cao, Qirui, Zuo, Yihan, Lei, Yongteng, Yang, Ruomai, Yang, Chunxiao, Coenen, Frans, Meng, Jia, Dang, Kang, Su, Jionglong
Chromosomes carry the genetic information of humans. They exhibit non-rigid and non-articulated nature with varying degrees of curvature. Chromosome straightening is an important step for subsequent karyotype construction, pathological diagnosis and
Externí odkaz:
http://arxiv.org/abs/2203.02901
Autor:
Fang, Huihui, Li, Fei, Fu, Huazhu, Sun, Xu, Cao, Xingxing, Lin, Fengbin, Son, Jaemin, Kim, Sunho, Quellec, Gwenole, Matta, Sarah, Shankaranarayana, Sharath M, Chen, Yi-Ting, Wang, Chuen-heng, Shah, Nisarg A., Lee, Chia-Yen, Hsu, Chih-Chung, Xie, Hai, Lei, Baiying, Baid, Ujjwal, Innani, Shubham, Dang, Kang, Shi, Wenxiu, Kamble, Ravi, Singhal, Nitin, Wang, Ching-Wei, Lo, Shih-Chang, Orlando, José Ignacio, Bogunović, Hrvoje, Zhang, Xiulan, Xu, Yanwu, group, iChallenge-AMD study
Age-related macular degeneration (AMD) is the leading cause of visual impairment among elderly in the world. Early detection of AMD is of great importance, as the vision loss caused by this disease is irreversible and permanent. Color fundus photogra
Externí odkaz:
http://arxiv.org/abs/2202.07983
Autor:
Feng, Zhikun, Zhou, Mian, Gao, Zan, Stefanidis, Angelos, Su, Jionglong, Dang, Kang, Li, Chuanhui
Publikováno v:
In Pattern Recognition Letters July 2024 183:165-171
Autor:
Song, Sifan, Dang, Kang, Yu, Qinji, Wang, Zilong, Coenen, Frans, Su, Jionglong, Ding, Xiaowei
The fovea is an important anatomical landmark of the retina. Detecting the location of the fovea is essential for the analysis of many retinal diseases. However, robust fovea localization remains a challenging problem, as the fovea region often appea
Externí odkaz:
http://arxiv.org/abs/2110.09860