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Akademický článek

Effects of gut microbiota and probiotics on Alzheimer’s disease

Autor: Guo Libing, Xu Jiaxin, Du Yunhua, Wu Weibo, Nie Wenjing, Zhang Dongliang, Luo Yuling, Lu Huixian, Lei Ming, Xiao Songhua, Liu Jun

Publikováno v: Translational Neuroscience, Vol 12, Iss 1, Pp 573-580 (2021)

Alzheimer’s disease (AD) is a progressive neurodegenerative disease with high morbidity, disability, and fatality rate, significantly increasing the global burden of public health. The failure in drug discovery over the past decades has stressed th

Externí odkaz: https://doaj.org/article/79b02bccc8734c09ad2ce4a6fa2cd5a4

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MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning

Autor: Liu, Dongnan, Cabezas, Mariano, Wang, Dongang, Tang, Zihao, Bai, Lei, Zhan, Geng, Luo, Yuling, Kyle, Kain, Ly, Linda, Yu, James, Shieh, Chun-Chien, Nguyen, Aria, Karuppiah, Ettikan Kandasamy, Sullivan, Ryan, Calamante, Fernando, Barnett, Michael, Ouyang, Wanli, Cai, Weidong, Wang, Chenyu

Federated learning (FL) has been widely employed for medical image analysis to facilitate multi-client collaborative learning without sharing raw data. Despite great success, FL's performance is limited for multiple sclerosis (MS) lesion segmentation

Externí odkaz: http://arxiv.org/abs/2205.01509