AIMC Topic: Language

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Large Language Model Architectures in Health Care: Scoping Review of Research Perspectives.

Journal of medical Internet research Jun 19, 2025
BACKGROUND: Large language models (LLMs) can support health care professionals in their daily work, for example, when writing and filing reports or communicating diagnoses. With the rise of LLMs, current research investigates how LLMs could be applie...
Language Models, Theoretical Humans Large Language Models Delivery of Health Care
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Assessment of Large Language Model Performance on Medical School Essay-Style Concept Appraisal Questions: Exploratory Study.

JMIR medical education Jun 16, 2025
Bing Chat (subsequently renamed Microsoft Copilot)-a ChatGPT 4.0-based large language model-demonstrated comparable performance to medical students in answering essay-style concept appraisals, while assessors struggled to differentiate artificial int...
Large Language Models Humans Schools, Medical Artificial Intelligence Language Students, Medical Educational Measurement Education, Medical, Undergraduate
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Role of large language models in mental health research: an international survey of researchers' practices and perspectives.

BMJ mental health Jun 12, 2025
BACKGROUND: Large language models (LLMs) offer significant potential to streamline research workflows and enhance productivity. However, limited data exist on the extent of their adoption within the mental health research community.
Humans Language Female Surveys and Questionnaires Research Personnel Large Language Models Mental Health Biomedical Research Male
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BanglaNewsClassifier: A machine learning approach for news classification in Bangla Newspapers using hybrid stacking classifiers.

PloS one Jun 9, 2025
Bangla news floods the web, and the need for smarter and more efficient classification techniques is greater than ever. Previous studies mostly focused on traditional models, overlooking the potential of hybrid techniques to handle the ever-growing c...
Humans Deep Learning Support Vector Machine Newspapers as Topic Machine Learning Algorithms Language
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Clinical Management of Wasp Stings Using Large Language Models: Cross-Sectional Evaluation Study.

Journal of medical Internet research Jun 4, 2025
BACKGROUND: Wasp stings are a significant public health concern in many parts of the world, particularly in tropical and subtropical regions. The venom of wasps contains a variety of bioactive compounds that can lead to a wide range of clinical effec...
Animals Wasp Venoms Male Language Large Language Models Female Humans Cross-Sectional Studies Wasps Artificial Intelligence Insect Bites and Stings
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The effects of learning experience on college students' deep english learning: a study of the chain mediation effect of motivation and strategy.

PloS one Jun 4, 2025
This study focuses on the impact of learning experience on college students' deep learning of English and the chain-mediated effects of motivation and strategy. In the context of globalization, English is crucial for university students, but traditio...
Universities Motivation Language Learning Female Students Humans Young Adult Deep Learning Adult Adolescent Male
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Evaluating the capacity of large language models to interpret emotions in images.

PloS one Jun 3, 2025
The integration of artificial intelligence, specifically large language models (LLMs), in emotional stimulus selection and validation offers a promising avenue for enhancing emotion comprehension frameworks. Traditional methods in this domain are oft...
Female Young Adult Adult Male Emotions Photic Stimulation Large Language Models Humans Arousal Artificial Intelligence Language
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Enhancing the Accuracy of Human Phenotype Ontology Identification: Comparative Evaluation of Multimodal Large Language Models.

Journal of medical Internet research Jun 2, 2025
BACKGROUND: Identifying Human Phenotype Ontology (HPO) terms is crucial for diagnosing and managing rare diseases. However, clinicians, especially junior physicians, often face challenges due to the complexity of describing patient phenotypes accurat...
Biological Ontologies Large Language Models Humans Phenotype Language
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UICD: A new dataset and approach for urdu image captioning.

PloS one Jun 2, 2025
Advancements in deep learning have revolutionized numerous real-world applications, including image recognition, visual question answering, and image captioning. Among these, image captioning has emerged as a critical area of research, with substanti...
Image Processing, Computer-Assisted Humans Databases, Factual Language Deep Learning
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Early detection of occupational stress: Enhancing workplace safety with machine learning and large language models.

PloS one Jun 2, 2025
Occupational stress is a major concern for employers and organizations as it compromises decision-making and overall safety of workers. Studies indicate that work-stress contributes to severe mental strain, increased accident rates, and in extreme ca...
Large Language Models Occupational Stress Workplace Early Diagnosis Female Adult Male Surveys and Questionnaires Occupational Health Machine Learning Algorithms Language Humans
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