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Cultural Competence

Latest AI and machine learning research in cultural competence for healthcare professionals.

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Showing 401-420 of 4,455 articles

Image-Based Deep Learning for Cataract Diagnosis: Systematic Review and Meta-Analysis.

BACKGROUND: Cataracts are an eye condition characterized by high prevalence and blindness-inducing potential, and effective approaches are required for their early diagnosis, underscoring the clinical significance of this study. OBJECTIVE: This study aims to evaluate the performance of deep learning (DL) in cataract diagnosis and assess its potential as an effective tool for automated diagnosis, a...

Apr 29 2026 42054635

Bias Alleviation through Network Pruning for Sparse and Debiased Models.

Pruning is a highly effective method for reducing the size of neural networks with negligible impact on their average performance. However, recent studies have revealed that pruning actually amplifies the bias in the models, leading to decreased performance for underrepresented groups. To address this issue, we first analyze the impact of pruning on the confidence of each sample and introduce Accu...

Apr 29 2026 42055988
Diverse mechanical properties, composition, and performance of shark dermal denticles.

Sharks have roamed the oceans since the Devonian, surviving multiple mass extinctions. Today, sharks are agile, streamlined swimmers, ambush predators...

Apr 29 2026 42049766
Distinct bile mycobiome signature identifies fungal peptide panel predictive for gallbladder carcinoma.

Carcinoma of the gallbladder (CAGB) carries a poor prognosis. While alterations in the bile microbiome and lipidome have been linked to CAGB developme...

Apr 28 2026 42170678
Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review.

BACKGROUND: Social determinants of health (SDOH) are the social, economic, and environmental conditions that influence health outcomes. SDOH informati...

Apr 28 2026 42048518
Patient Concerns Regarding Artificial Intelligence Applications in Health Care: Systematic Review and Meta-Synthesis Based on Social Ecological Theory.

BACKGROUND: The use of artificial intelligence (AI) in health care is growing quickly, but there is not enough research that looks at patient concerns...

Apr 28 2026 42048645
Maximizing efficiency of dataset compression for machine learning potentials with information theory.

Machine learning interatomic potentials (MLIPs) balance high accuracy and lower costs compared to density functional theory calculations, but their pe...

Apr 28 2026 42023731
Assessing large language models in radiation risk communication: susceptibility, cultural-linguistic effects, and ethical reasoning.

PURPOSE: To assess the extent to which large language models (LLMs) amplify or attenuate inaccurate or contested narratives in radiation contexts and ...

Apr 27 2026 42041146
AI Applications Integrating Legal and Regulatory Perspectives in Mental Health: Systematic Review.

BACKGROUND: Artificial intelligence (AI) offers new methods to improve diagnosis and treatment in mental health. However, its use raises legal and eth...

Apr 27 2026 42043959
AI in Point-of-Care Imaging for Clinical Decision Support: Systematic Review of Diagnostic Accuracy, Task-Shifting, and Explainability.

BACKGROUND: Artificial intelligence (AI) integrated with point-of-care imaging is a promising approach to expand access in settings with limited speci...

Apr 27 2026 42044298
Generative AI and the Future of Musical Diversity.

I argue that the current proliferation of generative artificial intelligence (AI) represents a new stage in a longer historical process of distancing ...

Apr 27 2026 42044524
Graph-based understanding of isomeric diversity in complex dissolved organic matter.

Characterizing the isomeric diversity of molecular formulas (MFs) in dissolved organic matter (DOM) is essential for advancing research across environ...

Apr 27 2026 42045516
A scoping review on conversational AI in mental health: A human-centered perspective.

BACKGROUND: Conversational AI offers scalable mental health support, with large language models (LLMs) enabling personalized interactions. Human-cente...

Apr 25 2026 42048909
Artificial Intelligence in Minimally Invasive Gynecological Surgery: A Systematic Review of Task- Specific Performance and Clinical Translational Readiness.

OBJECTIVE: To systematically evaluate the task-specific performance and clinical translational readiness of artificial intelligence (AI) applications ...

Apr 24 2026 42035795
Integrative multi-kingdom gut microbiome analysis uncovers clinical signatures of major depressive disorder.

BACKGROUND: Accumulating evidence indicates that gut microbiome is significantly altered in major depressive disorder (MDD). However, most studies hav...

Apr 24 2026 42035799
Considerations about the proliferation of large language model chatbots and youth mental health.

Young people are experiencing worsening mental health and a growing reliance on online tools and services to address mental health difficulties. At th...

Apr 24 2026 42027103
Methodological appraisal practices in AI-Based radiomics research in paediatric brain tumour Imaging: A Meta-Research study of systematic reviews.

BACKGROUND: Artificial intelligence-based radiomics offers a potential adjunct to the current clinical management of paediatric brain tumours by enabl...

Apr 23 2026 42030719
Performance of Large Language Models in Oral Health Consultations and the Consistency of the 'AI-as-a-Judge' Framework.

OBJECTIVE: To evaluate the performance of large language models (LLMs) in responding to oral health consultations and to examine the consistency betwe...

Apr 23 2026 42030754
Comprehensive analysis of predictive models for disease manifestations and case fatality in systemic lupus erythematosus.

This systematic review evaluated the performance and risk of bias in Systemic Lupus Erythematosus (SLE) disease manifestations and case fatality predi...

Apr 23 2026 42026152
Accuracy of machine learning models for mitral regurgitation severity assessment: A systematic review and meta-analysis.

BACKGROUND: Accurate assessment of mitral regurgitation (MR) severity is crucial for guiding clinical management, but is often limited by the subjecti...

Apr 22 2026 42079359
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