AIMC Topic: Grounded Theory

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Understanding veterinary practitioners' responses to adverse events using a combined grounded theory and netnographic natural language processing approach.

PloS one Dec 5, 2024
Support that mitigates the detrimental impact of adverse events on human healthcare practitioners is underpinned by an understanding of their experiences. This study used a mixed methods approach to understand veterinary practitioners' responses to a...
Humans Female Adult Natural Language Processing Grounded Theory Focus Groups Veterinarians Male Middle Aged
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Attitudes towards artificial intelligence in emergency medicine.

Emergency medicine Australasia : EMA Dec 4, 2023
OBJECTIVE: To assess Australian and New Zealand emergency clinicians' attitudes towards the use of artificial intelligence (AI) in emergency medicine.
Humans Artificial Intelligence Victoria Emergency Medicine Grounded Theory Consultants
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Comparing supervised and unsupervised approaches to emotion categorization in the human brain, body, and subjective experience.

Scientific reports Nov 20, 2020
Machine learning methods provide powerful tools to map physical measurements to scientific categories. But are such methods suitable for discovering the ground truth about psychological categories? We use the science of emotion as a test case to expl...
Psychophysiology Grounded Theory Datasets as Topic Models, Psychological Cluster Analysis Emotions Unsupervised Machine Learning Humans Supervised Machine Learning Brain Self Report Magnetic Resonance Imaging Psychology
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What makes a 'good' decision with artificial intelligence? A grounded theory study in paediatric care.

BMJ evidence-based medicine May 20, 2025
OBJECTIVE: To develop a framework for good clinical decision-making using machine learning (ML) models for interventional, patient-level decisions.
Child Hospitals, Pediatric Pediatrics Qualitative Research Interviews as Topic Grounded Theory Humans Machine Learning Artificial Intelligence Clinical Decision-Making Female
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A Practical Guide and Assessment on Using ChatGPT to Conduct Grounded Theory: Tutorial.

Journal of medical Internet research May 14, 2025
Generative large language models (LLMs), such as ChatGPT, have significant potential for qualitative data analysis. This paper aims to provide an early insight into how LLMs can enhance the efficiency of text coding and qualitative analysis, and eval...
Qualitative Research Generative Artificial Intelligence Grounded Theory Humans Software
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Emergency department frequent user subgroups: Development of an empirical, theory-grounded definition using population health data and machine learning.

Families, systems & health : the journal of collaborative family healthcare Mar 1, 2021
Frequent emergency department (ED) use has been operationalized in research, clinical practice, and policy as number of visits to the ED, despite the fact that this definition lacks empirical evidence and theoretical foundation. To date, there are no...
Grounded Theory Population Health Management Machine Learning Cluster Analysis Social Media Emergency Service, Hospital Patient Acceptance of Health Care Florida Humans
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The Ethics of Socially Assistive Robots in Aged Care. A Focus Group Study With Older Adults in Flanders, Belgium.

The journals of gerontology. Series B, Psychological sciences and social sciences Oct 16, 2020
OBJECTIVES: Socially assistive robots (SARs) need to be studied from older adults' perspective, given their predicted future ubiquity in aged-care settings. Current ethical discourses on SARs in aged care are uninformed by primary stakeholders' ethic...
Inventions Belgium Independent Living Focus Groups Humans Female Self-Help Devices Aging Social Perception Aged Qualitative Research Grounded Theory Male Social Evolution Robotics
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Patient Perspectives on the Use of Artificial Intelligence for Skin Cancer Screening: A Qualitative Study.

JAMA dermatology May 1, 2020
IMPORTANCE: The use of artificial intelligence (AI) is expanding throughout the field of medicine. In dermatology, researchers are evaluating the potential for direct-to-patient and clinician decision-support AI tools to classify skin lesions. Althou...
Mass Screening Early Detection of Cancer Reproducibility of Results Female Physician-Patient Relations Aged Grounded Theory Melanoma Adult Interviews as Topic Skin Neoplasms Humans Male Biopsy Health Services Accessibility Artificial Intelligence Middle Aged Observer Variation Qualitative Research Patient Acceptance of Health Care
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