Cultural Competence

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

3,220 articles

Learning to Adapt to Position Bias in Vision Transformer Classifiers

How discriminative position information is for image classification depends on the data. On the on...

May 2025 http://arxiv.org/abs/2505.13137v1

Few-Step Diffusion via Score identity Distillation

Diffusion distillation has emerged as a promising strategy for accelerating text-to-image (T2I) di...

May 2025 http://arxiv.org/abs/2505.12674v1

Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation

Text-to-image generation models have achieved remarkable capabilities in synthesizing images, but ...

May 2025 http://arxiv.org/abs/2505.12486v1

PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMs

The memorization of sensitive and personally identifiable information (PII) by large language mode...

May 2025 http://arxiv.org/abs/2505.12238v1

Behind the Screens: Uncovering Bias in AI-Driven Video Interview Assessments Using Counterfactuals

AI-enhanced personality assessments are increasingly shaping hiring decisions, using affective com...

May 2025 http://arxiv.org/abs/2505.12114v1

SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation

Data augmentation for domain-specific image classification tasks often struggles to simultaneously...

May 2025 http://arxiv.org/abs/2505.11813v1

Fuck the Algorithm: Conceptual Issues in Algorithmic Bias

Algorithmic bias has been the subject of much recent controversy. To clarify what is at stake and ...

May 2025 http://arxiv.org/abs/2505.13509v1

LoFT: LoRA-fused Training Dataset Generation with Few-shot Guidance

Despite recent advances in text-to-image generation, using synthetically generated data seldom bri...

May 2025 http://arxiv.org/abs/2505.11703v1

TCC-Bench: Benchmarking the Traditional Chinese Culture Understanding Capabilities of MLLMs

Recent progress in Multimodal Large Language Models (MLLMs) have significantly enhanced the abilit...

May 2025 http://arxiv.org/abs/2505.11275v3

Seeing Sound, Hearing Sight: Uncovering Modality Bias and Conflict of AI models in Sound Localization

Imagine hearing a dog bark and turning toward the sound only to see a parked car, while the real, ...

May 2025 http://arxiv.org/abs/2505.11217v1

CUBIC: Concept Embeddings for Unsupervised Bias Identification using VLMs

Deep vision models often rely on biases learned from spurious correlations in datasets. To identif...

May 2025 http://arxiv.org/abs/2505.11060v1

Large Language Models for Cancer Communication: Evaluating Linguistic Quality, Safety, and Accessibility in Generative AI

Effective communication about breast and cervical cancers remains a persistent health challenge, w...

May 2025 http://arxiv.org/abs/2505.10472v1

Modeling Saliency Dataset Bias

Recent advances in image-based saliency prediction are approaching gold standard performance level...

May 2025 http://arxiv.org/abs/2505.10169v1

Pros, Cons and Limits of AI in Public Health.

This paper explores the role of Artificial Intelligence (AI) in Public Health (PH), examining its be...

May 2025 40380415

Bias and Generalizability of Foundation Models across Datasets in Breast Mammography

Over the past decades, computer-aided diagnosis tools for breast cancer have been developed to enh...

May 2025 http://arxiv.org/abs/2505.10579v2

Toward Fair Federated Learning under Demographic Disparities and Data Imbalance

Ensuring fairness is critical when applying artificial intelligence to high-stakes domains such as...

May 2025 http://arxiv.org/abs/2505.09295v1

Innovations in maternal-fetal dermatology: A focus on artificial intelligence-driven diagnostics, global disparities, and transformative care.

Pregnancy-associated dermatologic conditions emerge from intricate hormonal, immunologic, genetic, a...

May 2025 40378901

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