AIMC Topic: Narration

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Does Pollyanna hypothesis hold true in death narratives? A sentiment analysis approach.

Acta psychologica Apr 1, 2024
Pollyanna hypothesis claims that human beings have a universal tendency to use positive words more frequently and broadly than negative words. The present study aims to test Pollyanna hypothesis in medical death narratives at both lexical and text le...
Humans Emotions Linguistics Sentiment Analysis Narration Gender Identity
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Automated scoring of the autobiographical interview with natural language processing.

Behavior research methods Jan 17, 2024
The autobiographical interview has been used in more than 200 studies to assess the content of autobiographical memories. In a typical experiment, participants recall memories, which are then scored manually for internal details (episodic details fro...
Humans Language Memory, Episodic Mental Recall Narration Natural Language Processing
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Using Natural Language Processing to Evaluate the Quality of Supervisor Narrative Comments in Competency-Based Medical Education.

Academic medicine : journal of the Association of American Medical Colleges Jan 12, 2024
PURPOSE: Learner development and promotion rely heavily on narrative assessment comments, but narrative assessment quality is rarely evaluated in medical education. Educators have developed tools such as the Quality of Assessment for Learning (QuAL) ...
Competency-Based Education Emergency Medicine Faculty, Medical Clinical Competence Humans Narration Internship and Residency Educational Measurement Natural Language Processing
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Fine-tuning coreference resolution for different styles of clinical narratives.

Journal of biomedical informatics Dec 18, 2023
OBJECTIVE: Coreference resolution (CR) is a natural language processing (NLP) task that is concerned with finding all expressions within a single document that refer to the same entity. This makes it crucial in supporting downstream NLP tasks such as...
Empirical Research Neural Networks, Computer Narration Natural Language Processing Information Storage and Retrieval Humans
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Exploring the application of machine learning to expert evaluation of research impact.

PloS one Aug 3, 2023
The objective of this study is to investigate the application of machine learning techniques to the large-scale human expert evaluation of the impact of academic research. Using publicly available impact case study data from the UK's Research Excelle...
Health Facilities Machine Learning Humans Narration
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Natural Language Processing of Nursing Notes: An Integrative Review.

Computers, informatics, nursing : CIN Jun 1, 2023
Natural language processing includes a variety of techniques that help to extract meaning from narrative data. In healthcare, medical natural language processing has been a growing field of study; however, little is known about its use in nursing. We...
Natural Language Processing Narration Humans Databases, Factual
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What Works Where and How for Uptake and Impact of Artificial Intelligence in Pathology: Review of Theories for a Realist Evaluation.

Journal of medical Internet research Apr 24, 2023
BACKGROUND: There is increasing interest in the use of artificial intelligence (AI) in pathology to increase accuracy and efficiency. To date, studies of clinicians' perceptions of AI have found only moderate acceptability, suggesting the need for fu...
Narration Pathology Artificial Intelligence Humans Machine Learning
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Sentiment analysis of clinical narratives: A scoping review.

Journal of biomedical informatics Mar 22, 2023
A clinical sentiment is a judgment, thought or attitude promoted by an observation with respect to the health of an individual. Sentiment analysis has drawn attention in the healthcare domain for secondary use of data from clinical narratives, with a...
Mental Disorders Narration Humans Attitude Algorithms Sentiment Analysis
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Who makes AI? Gender and portrayals of AI scientists in popular film, 1920-2020.

Public understanding of science (Bristol, England) Feb 13, 2023
It is well established both that women are underrepresented in the field of artificial intelligence (AI) and that media representations of professions have impact on career choices and prospects. We therefore hypothesised that women are underrepresen...
Male Narration Female Motion Pictures Humans Artificial Intelligence Physicians
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Extracting medication changes in clinical narratives using pre-trained language models.

Journal of biomedical informatics Feb 6, 2023
An accurate and detailed account of patient medications, including medication changes within the patient timeline, is essential for healthcare providers to provide appropriate patient care. Healthcare providers or the patients themselves may initiate...
Natural Language Processing Language Narration Humans
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