AIMC Topic: Health Services Research

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The Quebec rural emergency department project: a cross-sectional study of a potential two-pronged strategy in the knowledge transfer process.

PloS one Apr 7, 2015
INTRODUCTION: Health services research generates useful knowledge. Promotion of implementation of this knowledge in medical practice is essential. Prior to initiation of a major study on rural emergency departments (EDs), we deployed two knowledge tr...
Emergency Medicine Clinical Competence Quebec Attitude of Health Personnel Workforce Emergency Service, Hospital Cross-Sectional Studies Health Services Research Knowledge Bases Surveys and Questionnaires Rural Health Services Humans
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Using the Knowledge Base of Health Services Research to Redefine Health Care Systems.

Journal of general internal medicine Apr 4, 2015
This Perspective discusses 12 key facts derived from 50 years of health services research and argues that this knowledge base can stimulate innovative thinking about how to make health care systems safer, more efficient, more cost effective, and more...
Delivery of Health Care Health Status Healthcare Disparities Knowledge Bases Humans Health Services Research
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Potential application of machine learning in health outcomes research and some statistical cautions.

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research Jan 29, 2015
Traditional analytic methods are often ill-suited to the evolving world of health care big data characterized by massive volume, complexity, and velocity. In particular, methods are needed that can estimate models efficiently using very large dataset...
Health Services Research Outcome Assessment, Health Care Artificial Intelligence Algorithms Humans
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Core Concepts in Pharmacoepidemiology: Principled Use of Artificial Intelligence and Machine Learning in Pharmacoepidemiology and Healthcare Research.

Pharmacoepidemiology and drug safety Nov 1, 2024
Artificial intelligence (AI) and machine learning (ML) are important tools across many fields of health and medical research. Pharmacoepidemiologists can bring essential methodological rigor and study design expertise to the design and use of these t...
Pharmacoepidemiology Machine Learning Algorithms Research Design Health Services Research Humans Artificial Intelligence
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AHRQ's digital healthcare research program: 20 years of advancing innovation and discovery.

Journal of the American Medical Informatics Association : JAMIA Nov 1, 2024
OBJECTIVES: To reflect on the achievements of the Agency for Healthcare Research and Quality's (AHRQ) Digital Healthcare Research Program over the past 20 years, evaluate its impact on US healthcare quality and safety, and outline current and future ...
Artificial Intelligence Decision Support Systems, Clinical Humans Health Services Research United States Agency for Healthcare Research and Quality United States Telemedicine
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New horizons in prediction modelling using machine learning in older people's healthcare research.

Age and ageing Sep 1, 2024
Machine learning (ML) and prediction modelling have become increasingly influential in healthcare, providing critical insights and supporting clinical decisions, particularly in the age of big data. This paper serves as an introductory guide for heal...
Humans Aged Big Data Machine Learning Precision Medicine Health Services Research
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The Representation of Trust in Artificial Intelligence Healthcare Research.

Studies in health technology and informatics Jun 29, 2023
Artificial intelligence (AI) tends to emerge as a relevant component of medical care, previously reserved for medical experts. A key factor for the utilization of AI is the user's trust in the AI itself, respectively the AIt's decision process, but A...
Health Services Research Bibliometrics Health Facilities Artificial Intelligence Trust
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Intersections of machine learning and epidemiological methods for health services research.

International journal of epidemiology Jan 23, 2021
The field of health services research is broad and seeks to answer questions about the health care system. It is inherently interdisciplinary, and epidemiologists have made crucial contributions. Parametric regression techniques remain standard pract...
Health Services Research Epidemiologic Methods Machine Learning Delivery of Health Care Humans
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[Integrating Artificial Intelligence Into Healthcare Research].

Hu li za zhi The journal of nursing Oct 1, 2020
The rapid development of artificial intelligence (AI) technologies in recent decades has led to innovation and new development opportunities in many industries. The application of AI technologies in the medical and healthcare sector offers significan...
Humans Artificial Intelligence Health Services Research
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Can Artificial Intelligence Improve Psychotherapy Research and Practice?

Administration and policy in mental health Sep 1, 2020
Leonard Bickman's article on the future of artificial intelligence (AI) in psychotherapy research paints an encouraging picture of the progress to be made in this field. We support his perspective, but we also offer some cautionary notes about the bo...
Health Services Research Artificial Intelligence Psychotherapy Humans
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