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Akademický článek

Deep learning-enhanced R-loop prediction provides mechanistic implications for repeat expansion diseases

Autor: Jiyun Hu, Zetong Xing, Hongbing Yang, Yongli Zhou, Liufei Guo, Xianhong Zhang, Longsheng Xu, Qiong Liu, Jing Ye, Xiaoming Zhong, Jixin Wang, Ruoyao Lin, Erping Long, Jiewei Jiang, Liang Chen, Yongcheng Pan, Lang He, Jia-Yu Chen

Publikováno v: iScience, Vol 27, Iss 8, Pp 110584- (2024)

Summary: R-loops play diverse functional roles, but controversial genomic localization of R-loops have emerged from experimental approaches, posing significant challenges for R-loop research. The development and application of an accurate computation

Externí odkaz: https://doaj.org/article/c714c0812b68414f9e41a158f9664b95

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Akademický článek

Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network

Autor: Jiewei Jiang, Wei Liu, Mengjie Pei, Liufei Guo, Jingshi Yang, Chengchao Wu, Jiaojiao Lu, Ruijie Gao, Wei Chen, Jiamin Gong, Mingmin Zhu, Zhongwen Li

Publikováno v: Journal of Big Data, Vol 10, Iss 1, Pp 1-22 (2023)

Abstract Keratitis is a major cause of corneal blindness worldwide. Early identification and timely treatment of keratitis can deter the disease progression, reaching a better prognosis. The diagnosis of keratitis often requires professional ophthalm

Externí odkaz: https://doaj.org/article/667031bbf2594c25ac5463cb70be9e27

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Akademický článek

Comparison of deep learning systems and cornea specialists in detecting corneal diseases from low-quality images

Autor: Zhongwen Li, Jiewei Jiang, Wei Qiang, Liufei Guo, Xiaotian Liu, Hongfei Weng, Shanjun Wu, Qinxiang Zheng, Wei Chen

Publikováno v: iScience, Vol 24, Iss 11, Pp 103317- (2021)

Summary: The performance of deep learning in disease detection from high-quality clinical images is identical to and even greater than that of human doctors. However, in low-quality images, deep learning performs poorly. Whether human doctors also ha

Externí odkaz: https://doaj.org/article/9b93422a7e1e42fcba8ab69db7af6fd6

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