DeepFundus: A flow-cytometry-like image quality classifier for boosting the whole life cycle of medical artificial intelligence

Medical artificial intelligence (AI) has been moving from the research phase to clinical implementation. However, most AI-based models are mainly built using high-quality images preprocessed in the laboratory, which is not representative of real-world settings. This dataset bias proves a major drive...

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Detalles Bibliográficos
Autores principales: Liu, Lixue, Wu, Xiaohang, Lin, Duoru, Zhao, Lanqin, Li, Mingyuan, Yun, Dongyuan, Lin, Zhenzhe, Pang, Jianyu, Li, Longhui, Wu, Yuxuan, Lai, Weiyi, Xiao, Wei, Shang, Yuanjun, Feng, Weibo, Tan, Xiao, Li, Qiang, Liu, Shenzhen, Lin, Xinxin, Sun, Jiaxin, Zhao, Yiqi, Yang, Ximei, Ye, Qinying, Zhong, Yuesi, Huang, Xi, He, Yuan, Fu, Ziwei, Xiang, Yi, Zhang, Li, Zhao, Mingwei, Qu, Jinfeng, Xu, Fan, Lu, Peng, Li, Jianqiao, Xu, Fabao, Wei, Wenbin, Dong, Li, Dai, Guangzheng, He, Xingru, Yan, Wentao, Zhu, Qiaolin, Lu, Linna, Zhang, Jiaying, Zhou, Wei, Meng, Xiangda, Li, Shiying, Shen, Mei, Jiang, Qin, Chen, Nan, Zhou, Xingtao, Li, Meiyan, Wang, Yan, Zou, Haohan, Zhong, Hua, Yang, Wenyan, Shou, Wulin, Zhong, Xingwu, Yang, Zhenduo, Ding, Lin, Hu, Yongcheng, Tan, Gang, He, Wanji, Zhao, Xin, Chen, Yuzhong, Liu, Yizhi, Lin, Haotian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9975093/
https://www.ncbi.nlm.nih.gov/pubmed/36669488
http://dx.doi.org/10.1016/j.xcrm.2022.100912

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