AIMC Topic: Health Equity

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Addressing bias: artificial intelligence in cardiovascular medicine.

The Lancet. Digital health Nov 23, 2020
Health Equity Bias Cardiology Female Humans Male Artificial Intelligence
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Four equity considerations for the use of artificial intelligence in public health.

Bulletin of the World Health Organization Feb 25, 2020
Artificial Intelligence Algorithms Health Equity Public Health Digital Divide Decision Making
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Ensuring Fairness in Machine Learning to Advance Health Equity.

Annals of internal medicine Dec 4, 2018
Machine learning is used increasingly in clinical care to improve diagnosis, treatment selection, and health system efficiency. Because machine-learning models learn from historically collected data, populations that have experienced human and struct...
Patient Outcome Assessment Health Care Rationing Social Justice Machine Learning Humans Healthcare Disparities Length of Stay Health Equity Critical Care
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[Health Equity in Mental Health Care: Challenges for Nurses and Related Preparation].

Hu li za zhi The journal of nursing Jun 1, 2025
Individuals with mental illness face significant challenges in achieving health equity due to social and structural determinants, fragmented healthcare systems, social stigmas, and disparities in digital health access. As advocates for individuals wi...
Mental Health Services Health Equity Humans Mental Disorders
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Achieving SDoH Resource Equity in PICU Using an AI-Enabled Patient Navigator.

Studies in health technology and informatics May 15, 2025
Trauma care coordination in the pediatric intensive care unit (PICU), including personalization of resources based on social determinants of health (SDoH), is challenging for already strained healthcare providers. Patient SDoH data collection is inco...
Social Determinants of Health Resource Allocation Intensive Care Units, Pediatric Humans Health Equity Artificial Intelligence Child
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Artificial Intelligence in Cancer Care: Addressing Challenges and Health Equity.

Oncology (Williston Park, N.Y.) Apr 14, 2025
Overdiagnosis in cancer care remains a significant concern, often resulting in unnecessary physical, emotional, and financial burdens on patients. Artificial intelligence (AI) has the potential to address this challenge by enabling more accurate, per...
Humans Artificial Intelligence Precision Medicine Medical Oncology Neoplasms Health Equity
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Enhancing neuro-oncology care through equity-driven applications of artificial intelligence.

Neuro-oncology Nov 4, 2024
The disease course and clinical outcome for brain tumor patients depend not only on the molecular and histological features of the tumor but also on the patient's demographics and social determinants of health. While current investigations in neuro-o...
Artificial Intelligence Brain Neoplasms Humans Medical Oncology Health Equity Healthcare Disparities
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Fairness in Classifying and Grouping Health Equity Information.

Studies in health technology and informatics Jul 24, 2024
This paper explores the balance between fairness and performance in machine learning classification, predicting the likelihood of a patient receiving anti-microbial treatment using structured data in community nursing wound care electronic health rec...
Social Determinants of Health Humans Machine Learning Electronic Health Records Health Equity
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Toward an "Equitable" Assimilation of Artificial Intelligence and Machine Learning into Our Health Care System.

North Carolina medical journal Jun 1, 2024
Enthusiasm about the promise of artificial intelligence and machine learning in health care must be accompanied by oversight and remediation of any potential adverse effects on health equity goals that these technologies may create. We describe five ...
Delivery of Health Care Health Equity Artificial Intelligence Machine Learning Humans
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Equity and AI governance at academic medical centers.

The American journal of managed care May 1, 2024
OBJECTIVES: To understand whether and how equity is considered in artificial intelligence/machine learning governance processes at academic medical centers.
Humans Health Equity Academic Medical Centers Racism Interviews as Topic Artificial Intelligence United States Qualitative Research
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