AIMC Topic: Natural Language Processing

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Triangulation of Questionnaires, Qualitative Data and Natural Language Processing: A Differential Approach to Religious Bahá'í Fasting in Germany.

Journal of religion and health Oct 25, 2023
Approaches to integrating mixed methods into medical research are gaining popularity. To get a holistic understanding of the effects of behavioural interventions, we investigated religious fasting using a triangulation of quantitative, qualitative, a...
Fasting Male Mindfulness Middle Aged Natural Language Processing Islam Quality of Life Germany Surveys and Questionnaires Qualitative Research Female Adult Humans
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Natural language processing tools for non-clinical healthcare management.

Journal of healthcare quality research Oct 23, 2023
Delivery of Health Care Natural Language Processing Humans
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Using natural language processing to increase prediction and reduce subgroup differences in personnel selection decisions.

The Journal of applied psychology Oct 19, 2023
The purpose of this research is to demonstrate how using natural language processing (NLP) on narrative application data can improve prediction and reduce racial subgroup differences in scores used for selection decisions compared to mental ability t...
Aptitude Tests Personnel Selection Humans Natural Language Processing
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Europe PMC annotated full-text corpus for gene/proteins, diseases and organisms.

Scientific data Oct 19, 2023
Named entity recognition (NER) is a widely used text-mining and natural language processing (NLP) subtask. In recent years, deep learning methods have superseded traditional dictionary- and rule-based NER approaches. A high-quality dataset is essenti...
Humans Natural Language Processing Data Mining Machine Learning Databases, Factual Europe
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Can ChatGPT be the Plastic Surgeon's New Digital Assistant? A Bibliometric Analysis and Scoping Review of ChatGPT in Plastic Surgery Literature.

Aesthetic plastic surgery Oct 18, 2023
BACKGROUND: ChatGPT, an artificial intelligence (AI) chatbot that uses natural language processing (NLP) to interact in a humanlike manner, has made significant contributions to various healthcare fields, including plastic surgery. However, its wides...
Humans Natural Language Processing Plastic Surgery Procedures Artificial Intelligence Bibliometrics Surgery, Plastic
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Natural language processing for identification of refractory status epilepticus in children.

Epilepsia Oct 16, 2023
OBJECTIVE: Pediatric status epilepticus is one of the most frequent pediatric emergencies, with high mortality and morbidity. Utilizing electronic health records (EHRs) permits analysis of care approaches and disease outcomes at a lower cost than pro...
Algorithms Prospective Studies Humans Natural Language Processing Status Epilepticus Electronic Health Records Child
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MMBERT: a unified framework for biomedical named entity recognition.

Medical & biological engineering & computing Oct 14, 2023
Named entity recognition (NER) is an important task in natural language processing (NLP). In recent years, NER has attracted much attention in the biomedical field. However, due to the lack of biomedical named entity identification datasets, the comp...
Neural Networks, Computer Attention Natural Language Processing
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AC-PLT: An algorithm for computer-assisted coding of semantic property listing data.

Behavior research methods Oct 13, 2023
In this paper, we present a novel algorithm that uses machine learning and natural language processing techniques to facilitate the coding of feature listing data. Feature listing is a method in which participants are asked to provide a list of featu...
Humans Semantics Machine Learning Natural Language Processing Algorithms Reproducibility of Results
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Negation recognition in clinical natural language processing using a combination of the NegEx algorithm and a convolutional neural network.

BMC medical informatics and decision making Oct 13, 2023
BACKGROUND: Important clinical information of patients is present in unstructured free-text fields of Electronic Health Records (EHRs). While this information can be extracted using clinical Natural Language Processing (cNLP), the recognition of nega...
Humans Neural Networks, Computer Language Algorithms Natural Language Processing Electronic Health Records
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Natural Language Processing Applied to Clinical Documentation in Post-acute Care Settings: A Scoping Review.

Journal of the American Medical Directors Association Oct 11, 2023
OBJECTIVES: To determine the scope of the application of natural language processing to free-text clinical notes in post-acute care and provide a foundation for future natural language processing-based research in these settings.
Documentation Subacute Care Humans Natural Language Processing
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