Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases

Autor: Wang, Meng, Lin, Tian, Lin, Aidi, Yu, Kai, Peng, Yuanyuan, Wang, Lianyu, Chen, Cheng, Zou, Ke, Liang, Huiyu, Chen, Man, Yao, Xue, Zhang, Meiqin, Huang, Binwei, Zheng, Chaoxin, Zhang, Peixin, Chen, Wei, Luo, Yilong, Chen, Yifan, Xia, Honghe, Shi, Tingkun, Zhang, Qi, Guo, Jinming, Chen, Xiaolin, Wang, Jingcheng, Tham, Yih Chung, Liu, Dianbo, Wong, Wendy, Thakur, Sahil, Fenner, Beau, Fang, Danqi, Liu, Siying, Liu, Qingyun, Huang, Yuqiang, Zeng, Hongqiang, Meng, Yanda, Zhou, Yukun, Jiang, Zehua, Qiu, Minghui, Zhang, Changqing, Chen, Xinjian, Wang, Sophia Y, Lee, Cecilia S, Sobrin, Lucia, Cheung, Carol Y, Pang, Chi Pui, Keane, Pearse A, Cheng, Ching-Yu, Chen, Haoyu, Fu, Huazhu

Previous foundation models for retinal images were pre-trained with limited disease categories and knowledge base. Here we introduce RetiZero, a vision-language foundation model that leverages knowledge from over 400 fundus diseases. To RetiZero's pr

Externí odkaz: http://arxiv.org/abs/2406.09317

On well-posedness of Ericksen-Leslie's paraboloc-hyperbolic liquid crystal model

Autor: Jiang, Ning, Luo, Yilong

Publikováno v: SIAM J. Math. Anal. 51 (2019) 403-434

We establish the following well-posedness results on Ericksen-Leslie's parabolic-hyperbolic liquid crystal model: 1, if the dissipation coefficients \beta = \mu_4 - 4 \mu_6 > 0, and the size of the initial energy E^{in} is small enough, then the life

Externí odkaz: http://arxiv.org/abs/1612.04616

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Hydrothermal synthesis of layered perovskite Sr2Bi4Ti5O18 for efficient photocatalytic degradation of organic pollutants.

Autor: Shi, Hongqi, Liu, Zhaowen, Chen, Jiajia, Cui, Lei, Wang, Zuchun, Luo, Yilong, Zhang, Jian

Publikováno v: Journal of Materials Science; Apr2023, Vol. 58 Issue 16, p7092-7105, 14p, 2 Color Photographs, 1 Black and White Photograph, 2 Charts, 4 Graphs