AIMC Topic: Health Policy

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Machine Learning Algorithms to Estimate Propensity Scores in Health Policy Evaluation: A Scoping Review.

International journal of environmental research and public health Nov 7, 2024
(1) Background: Quasi-experimental design has been widely used in causal inference for health policy impact evaluation. However, due to the non-randomized treatment used, there is great potential for bias in the assessment of the results, which can b...
Algorithms Health Policy Propensity Score Humans Machine Learning
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The EU Artificial Intelligence Act (2024): Implications for healthcare.

Health policy (Amsterdam, Netherlands) Sep 7, 2024
In August 2024, the EU Artificial Intelligence Act (AI Act) entered into force. This legally binding instrument sets rules for the development, the placing on the market, the putting into service, and the use of AI systems in the European Union. As t...
Health Personnel Delivery of Health Care Biomedical Technology European Union Health Policy Humans Artificial Intelligence
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A Machine Learning Method for Allocating Scarce COVID-19 Monoclonal Antibodies.

JAMA health forum Sep 6, 2024
IMPORTANCE: During the COVID-19 pandemic, the effective distribution of limited treatments became a crucial policy goal. Yet, limited research exists using electronic health record data and machine learning techniques, such as policy learning trees (...
Middle Aged Severity of Illness Index Adolescent Adult Male Antibodies, Monoclonal Random Forest United States Food and Drug Administration Antibodies, Viral Health Policy Female SARS-CoV-2 Aged Young Adult Hospitalization Emergency Use Authorization COVID-19 Retrospective Studies Electronic Health Records Humans COVID-19 Drug Treatment Machine Learning Health Care Rationing
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Helping policy makers and AI companies learn what doctors do.

BMJ (Clinical research ed.) Sep 2, 2024
Administrative Personnel Physicians Health Policy Humans Artificial Intelligence
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Artificial Intelligence in the Provision of Health Care: An American College of Physicians Policy Position Paper.

Annals of internal medicine Jun 4, 2024
Internal medicine physicians are increasingly interacting with systems that implement artificial intelligence (AI) and machine learning (ML) technologies. Some physicians and health care systems are even developing their own AI models, both within an...
Humans Artificial Intelligence Patient-Centered Care Electronic Health Records Internal Medicine Physician-Patient Relations United States Societies, Medical Confidentiality Machine Learning Health Policy Delivery of Health Care
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The ethics of artificial intelligence in healthcare: From hands-on care to policy-making.

Healthcare management forum May 21, 2024
Contemporary healthcare at all levels increasingly uses Artificial Intelligence (AI). However, since the various levels involve different tasks, have different data needs, and different ethical obligations, the AIs that are used have to be differentl...
Humans Health Policy Artificial Intelligence Policy Making Delivery of Health Care
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Perception of cure in prostate cancer: human-led and artificial intelligence-assisted landscape review and linguistic analysis of literature, social media and policy documents.

ESMO open May 14, 2024
BACKGROUND: Understanding stakeholders' perception of cure in prostate cancer (PC) is essential to preparing for effective communication about emerging treatments with curative intent. This study used artificial intelligence (AI) for landscape review...
Prostatic Neoplasms Perception Linguistics Health Policy Social Media Artificial Intelligence Natural Language Processing Male Humans
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Artificial intelligence in neurology: opportunities, challenges, and policy implications.

Journal of neurology Feb 17, 2024
Neurological conditions are the leading cause of disability and mortality combined, demanding innovative, scalable, and sustainable solutions. Brain health has become a global priority with adoption of the World Health Organization's Intersectoral Gl...
Nervous System Diseases Neurology Humans Artificial Intelligence Health Policy
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ChatGPT is still struggling to revolutionize mental health policy.

Asian journal of psychiatry Jan 2, 2024
Humans Health Policy Mental Health Artificial Intelligence
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The application of artificial intelligence in health policy: a scoping review.

BMC health services research Dec 15, 2023
BACKGROUND: Policymakers require precise and in-time information to make informed decisions in complex environments such as health systems. Artificial intelligence (AI) is a novel approach that makes collecting and analyzing data in complex systems m...
Humans Health Policy Policy Making Artificial Intelligence Medical Assistance
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