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Cultural Competence

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

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Showing 221-240 of 4,455 articles

Harvesting insights from recent advances in yeast genomics for predictable and precision wine fermentation.

Wine fermentation remains inherently variable because of the genetic and phenotypic diversity of Saccharomyces cerevisiae and non-Saccharomyces yeasts, microbial interactions, and climate-driven shifts in grape composition, challenging predictable and low-intervention winemaking. Recent population genomics advances, including telomere-to-telomere assemblies and pan-genome analyses of yeast genomes...

Jun 19 2026 42320417

Attention guided fair artificial intelligence modeling for skin cancer diagnosis.

Artificial intelligence (AI) has shown promise in dermatology, offering accurate and non-invasive diagnosis of skin cancer. While extensive research has addressed skin-tone bias, gender bias in dermatologic AI remains underexplored, potentially perpetuating diagnostic disparities. In this study, we developed LesionAttn, an algorithm designed to mitigate gender bias by directing model attention tow...

Jun 19 2026 42315906
Comparative predictive accuracy of machine learning versus traditional statistical methods for diabetes-related complications: A systematic review and analysis.

AIMS: To compare the predictive accuracy of machine learning models versus traditional statistical models for predicting and detecting long-term compl...

Jun 18 2026 42316875
Artificial intelligence chain-of-thought reasoning in nuanced medical scenarios: mitigation of cognitive biases through model intransigence.

BACKGROUND: Artificial intelligence large language models (LLMs) are increasingly used to inform clinical decisions but sometimes exhibit human-like c...

Jun 18 2026 41285583
Prognostic prediction models for psoriatic arthritis in psoriasis: A systematic review.

BACKGROUND: Psoriatic arthritis is a chronic inflammatory arthropathy that affects up to 22% of individuals with psoriasis. Identifying patients at hi...

Jun 18 2026 42312903
AI-Driven Decision Thresholds in Cariology: A Systematic Review of Lesion Stage Detection on Bitewing Radiographs.

INTRODUCTION: This systematic review evaluates the stage-specific diagnostic accuracy of artificial intelligence (AI) models for caries detection and ...

Jun 18 2026 42313715
Artificial Intelligence and Mental Health Discourse: Methodological Reflections for Nursing Practice.

Social media offers large-scale access to mental health discourse, enabling population-level insights into distress, support-seeking, and community dy...

Jun 18 2026 42314169
Comparative Evaluation of ChatGPT, Google Translate, and UD Talk for Chinese-to-Japanese Translation in Cardiology and Pulmonology Outpatient Consultations: Prospective Observational Study.

BACKGROUND: Language barriers between health care providers and patients can compromise communication quality, patient safety, and health care equity....

Jun 18 2026 42315139
Building a Clinically Relevant and Technically Robust Synthetic Histopathology Dataset for Breast and Gastric Cancer.

Data scarcity, inter-institutional stain variability, and privacy constraints are major challenges impeding the development of generalizable artificia...

Jun 18 2026 42310241
Is it time to introduce an artificial intelligence curriculum in undergraduate medical education? medical students' perspectives: a systematic review and meta-analysis.

BACKGROUND: Although artificial intelligence (AI) is increasingly transforming healthcare systems, its systematic integration into undergraduate medic...

Jun 17 2026 42310669
Comparison Between Artificial Intelligence-Based Models and Traditional Risk Scores for Predicting Risks in Adult Cardiothoracic Surgery: A Systematic Review.

INTRODUCTION: Conventional risk scores like EuroSCORE II and Society of Thoracic Surgeons models, derived from logistic regression, may not fully repr...

Jun 17 2026 42308697
Uncertainty-aware 3D tumor segmentation with deep ensembles: an evaluation of temporal versus data diversity.

Artificial intelligence (AI) is transforming segmentation tasks in radiotherapy, but model reliability remains a critical concern, particularly for tu...

Jun 17 2026 42309142
Reimagining nursing practice in the era of AI: a qualitative systematic review and meta-synthesis of nurses' lived experiences.

INTRODUCTION: The integration of artificial intelligence (AI) into healthcare is transforming nursing practice, introducing both opportunities and cha...

Jun 16 2026 42298727
Global performance of predictive models for dengue severity, hospitalization and mortality: a systematic review and meta-analysis of 146 studies.

OBJECTIVES: Predictive models are increasingly used to support the clinical management of dengue, but their performance varies widely across settings....

Jun 16 2026 42303089
Predictive variables for early detection of sepsis in adults admitted to intensive care units: protocol for a systematic review.

INTRODUCTION: Sepsis is a life-threatening condition in intensive care units (ICUs), where any delay in diagnosis and treatment can lead to organ dysf...

Jun 16 2026 42303390
Fecal and colonic microbiota differ in composition, function, diagnostic utility and correlation with inflammatory cytokines in ulcerative colitis.

Fecal samples have been frequently used to investigate ulcerative colitis (UC)-related gut microbiota study due to their easy availability. However, w...

Jun 16 2026 42303658
Exploring cognitive diversity in a sample of children from Unsatisfied Basic Needs homes.

Child diversity has become an increasingly relevant topic in developmental science with significant methodological and applied implications. Clusterin...

Jun 15 2026 42298897
Trust, mistrust, and the promise of AI in genomics for African populations.

Artificial intelligence (AI) is rapidly reshaping genomic medicine, yet its benefits remain unevenly distributed due to the profound under-representat...

Jun 15 2026 42296962
Training AI Models for Aesthetic Facial Evaluation: Focused Review and Framework to Mitigate Homogenizing Bias.

As artificial intelligence (AI) models become increasingly integrated into facial aesthetic surgery for attractiveness prediction and surgical outcome...

Jun 15 2026 42297359
Identification of Early Signs of Mental Health Disorders in Older Survivors of Cancer Using Patient-Generated Health Data: Observational Study.

BACKGROUND: Older survivors of cancer face heightened risk of depression and anxiety related to cancer experiences, fear of recurrence, and aging-rela...

Jun 12 2026 42284470
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