AIMC Topic: Health Equity
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Advancing health equity with artificial intelligence.
Journal of public health policy
Nov 22, 2021
Population and public health are in the midst of an artificial intelligence revolution capable of radically altering existing models of care delivery and practice. Just as AI seeks to mirror human cognition through its data-driven analytics, it can a...
Examining the concept of equity in community psychology with natural language processing.
Journal of community psychology
May 18, 2021
Large amounts of text-based data, like study abstracts, often go unanalyzed because the task is laborious. Natural language processing (NLP) uses computer-based algorithms not traditionally implemented in community psychology to effectively and effic...
Can artificial intelligence help create racial equality in the USA?
The Lancet. Digital health
Feb 8, 2021
Addressing bias: artificial intelligence in cardiovascular medicine.
The Lancet. Digital health
Nov 23, 2020
Four equity considerations for the use of artificial intelligence in public health.
Bulletin of the World Health Organization
Feb 25, 2020
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...
[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...
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...
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...
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...
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