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Cultural Competence

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

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Key predictors of maternal mild depression and anxiety in low resource settings: A machine learning approach

Maternal mental health (MMH) disorders, particularly depression and anxiety, are major public health...

Systematic literature review of the use of generative AI in health economic evaluation

Generative AI (GenAI) has emerged in the current decade as a paradigm-shifting technology with poten...

Leveraging neighborhood-level Information to Improve Model Fairness in Predicting Prenatal Depression

Perinatal depression (PND) affects 10-20% of pregnant women, with significant racial disparities in ...

Large Language Models for Sentiment Analysis in Healthcare: A Systematic Review Protocol

Large language models (LLMs) have emerged as powerful tools for sentiment analysis in healthcare, of...

Machine Learning Identifies Microbiome and Clinical Predictors of Sustained Weight Loss Following Prolonged Fasting

Prolonged fasting may benefit metabolic health, but data in healthy individuals remain limited. We p...

From Keywords to Context: Bridging Expert Insight and Language Models for Multidimensional Sleep Health Classification in Clinical Notes

Accurate detection of multidimensional sleep health (MSH) information from electronic health records...

Mindfulness-Based Interventions using Artificial Intelligence: A Systematic Review Protocol

Mindfulness-based interventions (MBIs) have gained significant recognition as effective approaches f...

Lack of children in public medical imaging data points to growing age bias in biomedical AI

Artificial intelligence (AI) is rapidly transforming healthcare, but its benefits are not reaching a...

Evaluating the performance and potential bias of predictive models for detection of transthyretin cardiac amyloidosis

Delays in the diagnosis of transthyretin amyloid cardiomyopathy (ATTR-CM) contribute to the signific...

LLM Reasoning Does Not Protect Against Clinical Cognitive Biases - An Evaluation Using BiasMedQA

Cognitive biases are an important source of clinical errors. Large language models (LLMs) have emerg...

Conversational AI in Therapy: Current Applications and Future Directions in Mental Health Support

This paper delivers a rigorous mixed-methods synthesis of conversational AI applications in mental h...

A Survey on Optimization and Machine Learning-Based Fair Decision Making in Healthcare

The unintended biases introduced by optimization and machine learning (ML) models are a topic of gre...

Case-Control Matching Erodes Feature Discriminability for AI-driven Sepsis Prediction in ICUs: A Retrospective Cohort Study

Sepsis remains a leading cause of intensive care unit (ICU) mortality worldwide, and early detection...

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