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Cultural Competence

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

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Showing 1408-1428 of 3,226 articles
Gender Bias Evaluation in Text-to-image Generation: A Survey

The rapid development of text-to-image generation has brought rising ethical considerations, espec...

An Efficient and Explanatory Image and Text Clustering System with Multimodal Autoencoder Architecture

We demonstrate the efficiencies and explanatory abilities of extensions to the common tools of Aut...

Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in Games

Defining and measuring decision-making styles, also known as playstyles, is crucial in gaming, whe...

Civiverse: A Dataset for Analyzing User Engagement with Open-Source Text-to-Image Models

Text-to-image (TTI) systems, particularly those utilizing open-source frameworks, have become incr...

Differentially Private Data Release on Graphs: Inefficiencies and Unfairness

Networks are crucial components of many sectors, including telecommunications, healthcare, finance...

Dataset Scale and Societal Consistency Mediate Facial Impression Bias in Vision-Language AI

Multimodal AI models capable of associating images and text hold promise for numerous domains, ran...

The Mismeasure of Man and Models: Evaluating Allocational Harms in Large Language Models

Large language models (LLMs) are now being considered and even deployed for applications that supp...

On Diversity in Discriminative Neural Networks

Diversity is a concept of prime importance in almost all disciplines based on information processi...

Position: Measure Dataset Diversity, Don't Just Claim It

Machine learning (ML) datasets, often perceived as neutral, inherently encapsulate abstract and di...

Evaluating the Fairness of Neural Collapse in Medical Image Classification

Deep learning has achieved impressive performance across various medical imaging tasks. However, i...

Semantically Rich Local Dataset Generation for Explainable AI in Genomics

Black box deep learning models trained on genomic sequences excel at predicting the outcomes of di...

Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective

Vision-language models (VLMs) pre-trained on extensive datasets can inadvertently learn biases by ...

On Human to Robot Skill Transfer for the Execution of Complex Tactile American Sign Language Tasks with a Bimanual Robot Platform.

An estimated 0.2% of the world population is living with severe deafblindness with approximately ~1....

Jul 2024 40040164
Data Ethics in the Era of Healthcare Artificial Intelligence in Africa: An Ubuntu Philosophy Perspective

Data are essential in developing healthcare artificial intelligence (AI) systems. However, patient...

A Symbolic Computing Perspective on Software Systems

Symbolic mathematical computing systems have served as a canary in the coal mine of software syste...

A Sociotechnical Lens for Evaluating Computer Vision Models: A Case Study on Detecting and Reasoning about Gender and Emotion

In the evolving landscape of computer vision (CV) technologies, the automatic detection and interp...

Diversity in Evolutionary Dynamics

We consider the dynamics imposed by natural selection on the populations of two competing, sexuall...

Artificial intelligence in histopathological image analysis of central nervous system tumours: A systematic review.

The convergence of digital pathology and artificial intelligence could assist histopathology image a...

Jun 2024 38738494
Machine Learning in Health Care: Ethical Considerations Tied to Privacy, Interpretability, and Bias.

Machine learning models hold great promise with medical applications, but also give rise to a series...

Jun 2024 39466090
Understanding and Mitigating Bias in Imaging Artificial Intelligence.

Artificial intelligence (AI) algorithms are prone to bias at multiple stages of model development, w...

May 2024 38635456
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