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Cultural Competence

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

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Reducing bias to source samples for unsupervised domain adaptation.

Unsupervised Domain Adaptation (UDA) makes predictions for the target domain data while labels are o...

Diversity-driven knowledge distillation for financial trading using Deep Reinforcement Learning.

Deep Reinforcement Learning (RL) is increasingly used for developing financial trading agents for a ...

Machine Learning Prediction and Experimental Validation of Antigenic Drift in H3 Influenza A Viruses in Swine.

The antigenic diversity of influenza A viruses (IAV) circulating in swine challenges the development...

An Adaptive Heterogeneous Online Learning Ensemble Classifier for Nonstationary Environments.

In recent years, the prevalence of technological advances has led to an enormous and ever-increasing...

Towards a pragmatist dealing with algorithmic bias in medical machine learning.

Machine Learning (ML) is on the rise in medicine, promising improved diagnostic, therapeutic and pro...

Parallel orthogonal deep neural network.

Ensemble learning methods combine multiple models to improve performance by exploiting their diversi...

Application of artificial intelligence in diagnosis of osteoporosis using medical images: a systematic review and meta-analysis.

Artificial intelligence (AI) is a potentially reliable assistant in the diagnosis of osteoporosis. T...

Utilizing Computational Machine Learning Tools to Understand Immunogenic Breadth in the Context of a CD8 T-Cell Mediated HIV Response.

Predictive models are becoming more and more commonplace as tools for candidate antigen discovery to...

Adaptive Granularity Learning Distributed Particle Swarm Optimization for Large-Scale Optimization.

Large-scale optimization has become a significant and challenging research topic in the evolutionary...

Deep diversification of an AAV capsid protein by machine learning.

Modern experimental technologies can assay large numbers of biological sequences, but engineered pro...

Discrimination of malignant from benign thyroid lesions through neural networks using FTIR signals obtained from tissues.

The current gold standard in cancer diagnosis-the microscopic examination of hematoxylin and eosin (...

The Need for Ethnoracial Equity in Artificial Intelligence for Diabetes Management: Review and Recommendations.

There is clear evidence to suggest that diabetes does not affect all populations equally. Among adul...

Modulation of the dynamics of cerebellar Purkinje cells through the interaction of excitatory and inhibitory feedforward pathways.

The dynamics of cerebellar neuronal networks is controlled by the underlying building blocks of neur...

Artificial Intelligence for Mental Health Care: Clinical Applications, Barriers, Facilitators, and Artificial Wisdom.

Artificial intelligence (AI) is increasingly employed in health care fields such as oncology, radiol...

The Gender Gap Tracker: Using Natural Language Processing to measure gender bias in media.

We examine gender bias in media by tallying the number of men and women quoted in news text, using t...

Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases.

The mortality prediction of diverse rare diseases using electronic health record (EHR) data is a cru...

Co-designing diagnosis: Towards a responsible integration of Machine Learning decision-support systems in medical diagnostics.

RATIONALE: This paper aims to show how the focus on eradicating bias from Machine Learning decision-...

Valid, Plausible, and Diverse Retrosynthesis Using Tied Two-Way Transformers with Latent Variables.

Retrosynthesis is an essential task in organic chemistry for identifying the synthesis pathways of n...

A deep-learning-based unsupervised model on esophageal manometry using variational autoencoder.

High-resolution manometry (HRM) is the primary method for diagnosing esophageal motility disorders a...

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