AIMC Topic: China

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Exploring the complex associations between community public spaces and healthy aging: an explainable analysis using catboost and SHAP.

BMC public health Jul 2, 2025
BACKGROUND: As global aging accelerates, community public spaces (CPS) are increasingly recognized as vital for promoting healthy aging. However, existing research often employs linear analytical methods or focuses on single health dimensions, overlo...
Middle Aged China Residence Characteristics Aged Aged, 80 and over Male Boosting Machine Learning Algorithms Healthy Aging Humans Machine Learning Female
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Interpretable machine learning for depression recognition with spatiotemporal gait features among older adults: a cross-sectional study in Xiamen, China.

BMC geriatrics Jul 2, 2025
OBJECTIVE: Depression in older adults is a growing public health concern, yet there is still a lack of convenient and real-time methods for depressive symptoms identification. This study aims to develop a gait-based depression recognition method for ...
Machine Learning Female Aged Humans Depression Gait Aged, 80 and over Male Cross-Sectional Studies Middle Aged China
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Predictive modelling of air pollution affecting human tuberculosis risk on Mainland China.

Scientific reports Jul 2, 2025
In this study, we investigated the correlation between air pollution indicators and pulmonary tuberculosis (TB) incidence and mortality rates across provincial administrative regions of China from January 2013 to December 2020 to develop predictive m...
Seasons Tuberculosis, Pulmonary Air Pollutants Humans Air Pollution Machine Learning Tuberculosis China Incidence
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Responses of Microbial Community to Heterogeneous Dissolved Organic Nitrogen Constituents in the Hyporheic Zones of Treated Sewage-Dominated Rivers.

Microbial ecology Jul 2, 2025
The hyporheic zone (HZ) of treated sewage-dominated rivers serves as a critical biogeochemical hotspot for dissolved organic nitrogen (DON) transformation, yet the mechanisms linking DON chemodiversity to microbial community dynamics remain poorly re...
China Sewage Rivers Bacteria Microbial Consortia Nitrogen Microbiota
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The impact of intelligent devices utilization on household medical expenditure of older adults in China.

Scientific reports Jul 2, 2025
With the rapid development of artificial intelligence, there is an increasing utilization of intelligent devices by older adults. The relationship between the utilization of intelligent devices and household medical expenditure has garnered widesprea...
Male Middle Aged China Aged Humans Aged, 80 and over Longitudinal Studies Artificial Intelligence Family Characteristics Female Health Expenditures
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Employee loyalty evaluation using machine learning in technology-based small and medium-sized enterprises.

Scientific reports Jul 2, 2025
Employee loyalty is a major issue of sustainable human resource management. Small and medium-sized enterprises with high technology content and strong innovation ability are the main body of innovation with great vitality and potential. Employee loya...
Humans Personnel Loyalty Machine Learning Technology Algorithms China
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Prediction of cardiovascular diseases based on GBDT+LR.

Scientific reports Jul 1, 2025
Currently, there are over 300 million patients with cardiovascular diseases in China. With the acceleration of population aging, the impact of cardiovascular diseases is becoming increasingly severe. Accurately and efficiently predicting the potentia...
Cardiovascular Diseases Risk Assessment China Logistic Models Support Vector Machine Decision Trees Humans Algorithms
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Cross-language dissemination of Chinese classical literature using multimodal deep learning and artificial intelligence.

Scientific reports Jul 1, 2025
Against the backdrop of rapid advancements in artificial intelligence (AI), multimodal deep learning (DL) technologies offer new possibilities for cross-language translation. This work proposes a multimodal DL-based translation model, the Transformer...
Translating Humans Language Neural Networks, Computer Deep Learning Artificial Intelligence China
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How does social support influence autonomous physical learning in adolescents? Evidence from a chain mediation and latent profile analysis.

PloS one Jul 1, 2025
PURPOSE: This study examines how social support influences adolescents' autonomous physical learning behavior, exploring the mediating roles of self-efficacy and exercise motivation, and the moderating effects of gender and behavioral typologies. The...
Adolescent Adolescent Behavior Motivation Social Support Surveys and Questionnaires Humans Exercise Self Efficacy Learning China Female Male Students
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Enhancing student success prediction in higher education with swarm optimized enhanced efficientNet attention mechanism.

PloS one Jun 30, 2025
Predicting student performance is crucial for providing personalized support and enhancing academic performance. Advanced machine-learning approaches are being used to understand student performance variables as educational data grows. A big dataset ...
China Humans Academic Performance Algorithms Machine Learning Academic Success Students Convolutional Neural Networks
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