AIMC Topic: Natural Language Processing

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Leveraging natural language processing to enhance feedback-informed group therapy: A proof of concept.

Psychotherapy (Chicago, Ill.) Feb 3, 2025
Group therapy has evolved as a powerful therapeutic approach, facilitating mutual support, interpersonal learning, and personal growth among members. However, the complexity of studying communication dynamics, emotional expressions, and group interac...
Adult Male Machine Learning Female Proof of Concept Study Psychotherapy, Group Therapeutic Alliance Middle Aged Natural Language Processing Humans
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HiRXN: Hierarchical Attention-Based Representation Learning for Chemical Reaction.

Journal of chemical information and modeling Feb 3, 2025
In recent years, natural language processing (NLP) techniques, including large language modeling (LLM), have contributed significantly to advancements in organic chemistry research. Chemical reaction representations provide a link between NLP models ...
Cheminformatics Machine Learning Natural Language Processing
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Information Extraction from Clinical Texts with Generative Pre-trained Transformer Models.

International journal of medical sciences Feb 3, 2025
Processing and analyzing clinical texts are challenging due to its unstructured nature. This study compared the performance of GPT (Generative Pre-trained Transformer)-3.5 and GPT-4 for extracting information from clinical text. Three types of clin...
Natural Language Processing Data Mining Humans Algorithms
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Navigating the future of pediatric cardiovascular surgery: Insights and innovation powered by Chat Generative Pre-Trained Transformer (ChatGPT).

The Journal of thoracic and cardiovascular surgery Feb 1, 2025
INTRODUCTION: Interdisciplinary consultations are essential to decision-making for patients with congenital heart disease. The integration of artificial intelligence (AI) and natural language processing into medical practice is rapidly accelerating, ...
Artificial Intelligence Retrospective Studies Humans Male Infant Child, Preschool Clinical Decision-Making Female Heart Defects, Congenital Natural Language Processing Cardiac Surgical Procedures Child Generative Artificial Intelligence
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NLP for Analyzing Electronic Health Records and Clinical Notes in Cancer Research: A Review.

Journal of pain and symptom management Jan 31, 2025
This review examines the application of natural language processing (NLP) techniques in cancer research using electronic health records (EHRs) and clinical notes. It addresses gaps in existing literature by providing a broader perspective than previo...
Natural Language Processing Humans Electronic Health Records Biomedical Research Neoplasms
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Using natural language processing to identify patterns associated with depression, anxiety, and stress symptoms during the COVID-19 pandemic.

Journal of affective disorders Jan 31, 2025
BACKGROUND: Combining data-driven natural language processing techniques with traditional methods using predefined word lists may offer greater insights into the connections between language patterns and depression and anxiety symptoms, particularly ...
Natural Language Processing Depression Machine Learning Young Adult Stress, Psychological COVID-19 Female Adult Humans SARS-CoV-2 Middle Aged Male Anxiety
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MechBERT: Language Models for Extracting Chemical and Property Relationships about Mechanical Stress and Strain.

Journal of chemical information and modeling Jan 31, 2025
Language models are transforming materials-aware natural-language processing by enabling the extraction of dynamic, context-rich information from unstructured text, thus, moving beyond the limitations of traditional information-extraction methods. Mo...
Natural Language Processing Stress, Mechanical
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Identifying abdominal aortic aneurysm size and presence using Natural Language Processing of radiology reports: a systematic review and meta-analysis.

Abdominal radiology (New York) Jan 30, 2025
BACKGROUND AND AIM: Prior investigations of the natural history of abdominal aortic aneurysms (AAAs) have been constrained by small sample sizes or uneven assessments of aggregated data. Natural language processing (NLP) can significantly enhance the...
Humans Natural Language Processing Aortic Aneurysm, Abdominal
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Biomedical named entity recognition using improved green anaconda-assisted Bi-GRU-based hierarchical ResNet model.

BMC bioinformatics Jan 30, 2025
BACKGROUND: Biomedical text mining is a technique that extracts essential information from scientific articles using named entity recognition (NER). Traditional NER methods rely on dictionaries, rules, or curated corpora, which may not always be acce...
Algorithms Deep Learning Boidae Natural Language Processing Data Mining
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Entity-enhanced BERT for medical specialty prediction based on clinical questionnaire data.

PloS one Jan 30, 2025
A medical specialty prediction system for remote diagnosis can reduce the unexpected costs incurred by first-visit patients who visit the wrong hospital department for their symptoms. To develop medical specialty prediction systems, several researche...
Large Language Models Predictive Learning Models Emergency Room Visits Remote Consultation Patient Satisfaction Health Expenditures Quality Improvement Republic of Korea Humans Surveys and Questionnaires Triage Natural Language Processing Hospitals, University
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