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Articles

A dual-process approach to leisure walking among older adults: an extended prototype willingness model

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By Cong Cong, Công ty Cống, Caixia Li, Junhui Li
| Taylor & Francis Online
Advanced search Transportation Planning and Technology Latest Articles Submit an article Journal homepage Full Article Figures & data References Citations Metrics Reprints & Permissions Read this article /doi/full/10.1080/03081060.2026.2700027?needAccess=true ABSTRACT This study extended the Prototype Willingness Model (PWM) by differentiating cognitive and affective attitudes to examine the psychosocial determinants of daily walking behavior among community-dwelling older adults – a...
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Flexible and scalable federated learning with deep feature prompts for digital pathology

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By Cong Cong, Công ty Cống, Antonio Di Ieva, Angela Chou, Anthony Gill, Enrico Coiera, Sidong Liu
| Nature Verified
Abstract Collaborative learning across medical institutions is essential for building robust and generalisable digital pathology models. Federated learning (FL) enables collaboration without centralising data, yet its adoption is limited by high communication costs, model heterogeneity, and privacy concerns. We propose Federated Deep Feature Prompting (FedDFP), an efficient FL framework tailored for heterogeneous clinical environments.
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Hepatokine ORM2 suppresses pathological ferritinophagy to prevent acute tissue injury

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By Hongyi Tang, Shu Wang, Fang Liu, Feng Jiang, Nan Yang, Rulin Zhang, Dongge Xia, Cong Cong, Công ty Cống, Yan Lu, Jie Yang, Jun Wu, Bing Zhou, Xuxu Sun, Boqian Shen, Xinyuan Xiong, Huiqin Zhu
| Nature Verified
Abstract Acute tissue injuries trigger rapid cellular damage, but cell-intrinsic protective programs attenuate pathology through regulatory axes. Here, we demonstrate that Orosomucoid 2 (ORM2), a hepatokine, is significantly upregulated during drug-induced acute liver injury. Knock out Orm2 exacerbates liver damage, while its overexpression provides protection, identifying ORM2 as an endogenous hepatoprotective factor during acute liver injury.
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