AIMC Topic: China

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Biological age prediction and NAFLD risk assessment: a machine learning model based on a multicenter population in Nanchang, Jiangxi, China.

BMC gastroenterology Mar 13, 2025
BACKGROUND: The objective was to develop a biological age prediction model (NC-BA) for the Chinese population to enrich the relevant studies in this population. And to investigate the association between accelerated age and NAFLD.
Non-alcoholic Fatty Liver Disease Linear Models Nutrition Surveys Support Vector Machine Age Factors Aged Adult Male Risk Assessment China Aging Middle Aged Machine Learning Biomarkers Female Humans
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Disease detection on exterior surfaces of buildings using deep learning in China.

Scientific reports Mar 12, 2025
Urban infrastructure, particularly in ageing cities, faces significant challenges in maintaining building aesthetics and structural integrity. Traditional methods for detecting diseases on building exteriors, such as manual inspections, are often ine...
Deep Learning China Cities Humans
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Development of a visualized risk prediction system for sarcopenia in older adults using machine learning: a cohort study based on CHARLS.

Frontiers in public health Mar 12, 2025
INTRODUCTION: The older adult are at high risk of sarcopenia, making early identification and scientific intervention crucial for healthy aging.
Sarcopenia Aged, 80 and over Female Male Cohort Studies Risk Factors Middle Aged Longitudinal Studies Aged Risk Assessment Humans China Machine Learning Algorithms
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Integrating partial least square structural equation modelling and machine learning for causal exploration of environmental phenomena.

Environmental research Mar 11, 2025
Understanding the causes of environmental phenomena is crucial for promoting positive outcomes and mitigating negative ones. Partial least squares structural equation modelling (PLS-SEM) is becoming a valuable tool for evaluating causal relationships...
Lakes China Environmental Monitoring Harmful Algal Bloom Bayes Theorem Least-Squares Analysis Machine Learning
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Evaluation of factors associated with adult skeletal fluorosis in coal-burning type of endemic fluorosis and initial screening model based on machine learning in Guizhou, Southwest China.

Ecotoxicology and environmental safety Mar 11, 2025
Skeletal fluorosis caused by coal-burning type endemic fluorosis greatly affects the health of the population in the affected areas, but large-scale diagnostic work is limited by human and material resources, making it difficult to implement comprehe...
Humans Machine Learning Female China Child Coal Endemic Diseases Adult Male Middle Aged Fluorosis, Dental
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Predicting the immunological nonresponse to antiretroviral therapy in people living with HIV: a machine learning-based multicenter large-scale study.

Frontiers in cellular and infection microbiology Mar 11, 2025
BACKGROUND: Although highly active antiretroviral therapy (HAART) has greatly enhanced the prognosis for people living with HIV (PLWH), some individuals fail to achieve adequate immune reconstitution, known as immunological nonresponse (INR), which i...
Antiretroviral Therapy, Highly Active Male HIV Infections Prognosis Middle Aged Anti-HIV Agents China Female ROC Curve Adult CD4 Lymphocyte Count Humans Machine Learning
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Enhancing short-term algal bloom forecasting through an anti-mimicking hybrid deep learning method.

Journal of environmental management Mar 10, 2025
Accurately predicting algal blooms remains a critical challenge due to their dynamic and non-stationary nature, compounded by high-frequency fluctuations and noise in monitoring data. Additionally, a common issue in time-series forecasting is data re...
Deep Learning China Environmental Monitoring Chlorophyll Forecasting Eutrophication
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Development and validation of an interpretable machine learning model for predicting in-hospital mortality for ischemic stroke patients in ICU.

International journal of medical informatics Mar 9, 2025
BACKGROUND: Timely and accurate outcome prediction is essential for clinical decision-making for ischemic stroke patients in the intensive care unit (ICU). However, the interpretation and translation of predictive models into clinical applications ar...
Ischemic Stroke Female Aged Male Humans Hospital Mortality Machine Learning Middle Aged ROC Curve Neural Networks, Computer China Algorithms Intensive Care Units
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Machine Learning Models Integrating Dietary Indicators Improve the Prediction of Progression from Prediabetes to Type 2 Diabetes Mellitus.

Nutrients Mar 8, 2025
: Diet plays an important role in preventing and managing the progression from prediabetes to type 2 diabetes mellitus (T2DM). This study aims to develop prediction models incorporating specific dietary indicators and explore the performance in T2DM ...
Adult Male Middle Aged China ROC Curve Diet Disease Progression Retrospective Studies Female Aged Humans Machine Learning Diabetes Mellitus, Type 2 Prediabetic State
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Predicting surface soil pH spatial distribution based on three machine learning methods: a case study of Heilongjiang Province.

Environmental monitoring and assessment Mar 8, 2025
Comprehensive and accurate acquisition of surface soil pH spatial distribution information is essential for monitoring soil degradation and providing scientific guidance for agricultural practices. This study focused on Heilongjiang Province in China...
Environmental Monitoring Support Vector Machine Models, Chemical Hydrogen-Ion Concentration Machine Learning Soil China
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