Cardiovascular

Prevention

Latest AI and machine learning research in prevention for healthcare professionals.

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Showing 41-60 of 14,114 articles

Place-based ecological restoration and self-rated health: Quasi-experimental evidence from China.

Large-scale ecological restoration is increasingly promoted as a strategy for environmental sustainability, but its implications for population health remain underexamined. We study whether China's national ecological restoration pilot improved residents' self-rated health, and through which pathways these effects emerged. Using six waves of the China Family Panel Studies and the staggered rollout...

Aug 2 2026 42561470

Identification of Activity, Insulin, and Dietary Thresholds Associated With Exercise-Related Hypoglycaemia and Hyperglycaemia in Children With Type 1 Diabetes: A Free-Living Study Using Explainable Machine Learning.

AIMS: Some studies have explored associations between physical activity (PA) and hypoglycaemia in real-life in type 1 diabetes (T1D) but without fully accounting for two major confounders, diet and insulin. We aimed to identify thresholds of PA characteristics, insulin, and carbohydrates associated with dysglycaemia across the exercise-recovery cycle in children with T1D. MATERIALS AND METHODS: Co...

Aug 2 2026 42543251
A dual-band radio-frequency biosensing platform with physics-informed deep learning for simultaneous sweat pH and lactate monitoring.

Continuous monitoring of sweat pH and lactate is of great value for physiological assessment, yet existing sensors face two critical bottlenecks: prol...

Aug 1 2026 42541602
Machine Learning-Based Risk Stratification Model to Guide Cardiopulmonary Exercise Training in Cardiovascular Patients.

PURPOSE: In cardiovascular patients, precise risk stratification is crucial for minimizing exercise-related risks and optimizing treatment efficacy du...

Aug 1 2026 42494270
Epigallocatechin gallate inhibits high-fat/choline diet-induced trimethylamine production via regulation of intestinal Serratia and Lactobacillus communities.

High-fat/choline diets can induce the production of the enterogenous metabolite trimethylamine-N-oxide (TMAO). TMAO is synthesized from its precursor ...

Jul 30 2026 42530375
Predicting Human Metabolic Rate Based on Multiple Physiological Parameters: A Pilot Study.

UNLABELLED: Accurate prediction of human metabolic rate is essential for thermal comfort evaluation. However, traditional static lookup table methods ...

Jul 27 2026 42508463
Machine learning-based identification of cardiovascular risk modifiers in patients with very high LDL cholesterol: A cross-sectional study.

Individuals with LDL cholesterol (LDL-C) ≥ 190 mg/dL face a markedly increased risk of major adverse cardiovascular events (MACE). Traditional risk ca...

Jul 24 2026 42499084
AI and Chatbot-Supported Interventions for Physical Activity and Obesity-Related Lifestyle Behaviors: Scoping Review With Attention to Family Involvement.

BACKGROUND: AI-enabled chatbots and related conversational systems can facilitate human-computer interaction through natural language, personalization...

Jul 24 2026 42497365
AI-Generated Personalized Visualization of the Safe Place in Virtual Reality vs Traditional Safe Place Imagery: Randomized Controlled Trial.

BACKGROUND: Relaxation techniques, such as the "safe place" imagery exercise, are simple and accessible strategies to cope with the negative effects o...

Jul 24 2026 42497407
A culturally transmitted foraging technique in Indo-Pacific bottlenose dolphins can be predicted by DNA-methylation levels.

Cultural repertoires can influence access to resources and fitness across species, impacting individuals' environmental niches and social networks. Su...

Jul 23 2026 42489654
Rapid Development and Testing of Behavioral Text Message Reminders for Antidepressant Adherence via Online Panels: Survey Study.

BACKGROUND: SMS text message reminders have been used to promote many health behaviors, such as improving diet and physical activity, managing chronic...

Jul 23 2026 42492084
Predictive profiles for poor functional improvement and mortality after transcatheter aortic valve replacement. Value of 6-minute walk test and myocardial work analysis.

BACKGROUND: Clinical improvement and survival after transcatheter aortic valve replacement (TAVR) remain difficult to predict. Although multiple predi...

Jul 22 2026 42484385
The food microbiome: an evolutionary architect, a modern healer, and a future shield.

The food microbiome, comprising microorganisms present in foods and fermentation, links diet, environment, and host physiology. This review examines i...

Jul 22 2026 42485957
AI digital pathology as a key tool providing in-depth understanding of the progression and regression of MASH and fibrosis in male mouse models.

Optimizing murine models for studying Metabolic Dysfunction-Associated Steatohepatitis (MASH) and fibrosis is crucial for understanding disease mechan...

Jul 22 2026 42486853
Deep behavioral phenotyping reveals novel features in a mouse model of metabolic dysfunction-associated steatohepatitis.

Patients with metabolic dysfunction-associated steatohepatitis (MASH) often suffer from a broad range of extrahepatic symptoms including fatigue and p...

Jul 21 2026 42481582
Diagnostic reasoning with and without AI: automation bias in pre-clerkship medical students.

BACKGROUND: As large language models become increasingly integrated into clinical workflows, medical students need structured opportunities to learn h...

Jul 21 2026 42482261
Prediction of factors contributing to Pain Intensity among low back pain patients: A comparative machine learning frameworks (Random Forest versus XGBoost).

BACKGROUND: Predicting pain intensity in patients with low back pain (LBP) remains a complex task due to the biopsychosocial nature of pain. Pain inte...

Jul 21 2026 42479776
FOXC1: A Key Transcription Factor of VSMC-Derived Foam Cell Formation in Atherosclerotic Plaque Instability.

The instability of atherosclerotic plaques, particularly intraplaque hemorrhage (IPH), drives life-threatening cardiovascular events, a process in whi...

Jul 20 2026 42477884
Development of a Screening Model for Exercise-Induced Desaturation by Machine Learning Method.

BACKGROUND: Exercise-induced desaturation (EID) during the 6-minute walk test (6MWT) is an established marker of adverse outcomes in patients with chr...

Jul 20 2026 42473418
Who is at high risk of poor diet quality? A precision public health nutrition approach using machine learning.

BACKGROUND: Suboptimal diet quality contributes to poor health. Numerous factors at all levels of the socioecological model intersect to influence ind...

Jul 20 2026 42476263
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