AIMC Topic: Research Design

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Using artificial intelligence to improve healthcare delivery in select allied health disciplines: a scoping review protocol.

BMJ open Mar 18, 2025
INTRODUCTION: Methods to adopt artificial intelligence (AI) in healthcare clinical practice remain unclear. The potential for rapid integration of AI-enabled technologies across healthcare settings coupled with the growing digital divide in the healt...
Allied Health Personnel Scoping Review as Topic Artificial Intelligence Humans Research Design Delivery of Health Care
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Exploring Curriculum Considerations to Prepare Future Radiographers for an AI-Assisted Health Care Environment: Protocol for Scoping Review.

JMIR research protocols Mar 6, 2025
BACKGROUND: The use of artificial intelligence (AI) technologies in radiography practice is increasing. As this advanced technology becomes more embedded in radiography systems and clinical practice, the role of radiographers will evolve. In the cont...
Scoping Review as Topic Radiology Curriculum Artificial Intelligence Research Design Humans
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Identifying key characteristics of developed artificial intelligence algorithms to achieve meaningful impact on Canadian healthcare: a scoping review protocol.

BMJ open Feb 18, 2025
INTRODUCTION: Empirical data on the barriers limiting artificial intelligence (AI)'s impact on healthcare are scarce, particularly within the Canadian context. This study aims to address this gap by conducting a scoping review to identify and evaluat...
Research Design Delivery of Health Care Triage Scoping Review as Topic Canada Humans Artificial Intelligence Algorithms
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Cross-sectional design and protocol for Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI).

BMJ open Feb 6, 2025
INTRODUCTION: Artificial Intelligence Ready and Equitable for Diabetes Insights (AI-READI) is a data collection project on type 2 diabetes mellitus (T2DM) to facilitate the widespread use of artificial intelligence and machine learning (AI/ML) approa...
Machine Learning Research Design Female Humans Artificial Intelligence Cross-Sectional Studies Male Middle Aged Aged Adult Diabetes Mellitus, Type 2
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Around the EQUATOR With Clin-STAR: AI-Based Randomized Controlled Trial Challenges and Opportunities in Aging Research.

Journal of the American Geriatrics Society Feb 5, 2025
The CONSORT 2010 statement is a guideline that provides an evidence-based checklist of minimum reporting standards for randomized trials. With the rapid growth of Artificial Intelligence (AI) based interventions in the past 10 years, the CONSORT-AI e...
Humans Artificial Intelligence Aged Aging Randomized Controlled Trials as Topic Research Design Geriatrics
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User-Oriented Requirements for Artificial Intelligence-Based Clinical Decision Support Systems in Sepsis: Protocol for a Multimethod Research Project.

JMIR research protocols Jan 30, 2025
BACKGROUND: Artificial intelligence (AI)-based clinical decision support systems (CDSS) have been developed for several diseases. However, despite the potential to improve the quality of care and thereby positively impact patient-relevant outcomes, t...
Sepsis Decision Support Systems, Clinical Humans Research Design Focus Groups Surveys and Questionnaires Artificial Intelligence
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Exploring the Credibility of Large Language Models for Mental Health Support: Protocol for a Scoping Review.

JMIR research protocols Jan 29, 2025
BACKGROUND: The rapid evolution of large language models (LLMs), such as Bidirectional Encoder Representations from Transformers (BERT; Google) and GPT (OpenAI), has introduced significant advancements in natural language processing. These models are...
Mental Health Language Humans Large Language Models Mental Health Services Reproducibility of Results Research Design Scoping Review as Topic Natural Language Processing
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Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Protocol for a Systematic Review.

JMIR research protocols Jan 21, 2025
BACKGROUND: In recent years, the intersection of natural language processing (NLP) and public health has opened innovative pathways for investigating social determinants of health (SDOH) in textual datasets. Despite the promise of NLP in the SDOH dom...
Large Language Models Systematic Reviews as Topic Social Determinants of Health Humans Research Design Natural Language Processing
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Use of machine learning in occupational risk communication for healthcare workers: protocol for scoping review.

BMJ open Jan 8, 2025
INTRODUCTION: With the development of technology, the use of machine learning (ML), a branch of computer science that aims to transform computers into decision-making agents through algorithms, has grown exponentially. This protocol arises from the n...
Research Design Health Personnel Risk Assessment Scoping Reviews As Topic Communication Humans Machine Learning
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Exploring cultural imaginaries of robots with children with brittle bone disease: a participatory design study.

Medical humanities Jan 2, 2025
A symbiotic relationship exists between narrative imaginaries of and real-life advancements in technology. Such cultural imaginings have a powerful influence on our understanding of the potential that technology has to affect our lives; as a result, ...
Imagination Osteogenesis Imperfecta Narration Robotics Female Empowerment Humans Self-Help Devices Male Culture Research Design Child
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