AIMC Topic: Natural Language Processing

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Utilizing natural language processing to identify pediatric patients experiencing status epilepticus.

Seizure Jan 8, 2025
PURPOSE: Compare the identification of patients with established status epilepticus (ESE) and refractory status epilepticus (RSE) in electronic health records (EHR) using human review versus natural language processing (NLP) assisted review.
Support Vector Machine Natural Language Processing Child, Preschool Young Adult Status Epilepticus Child Male Humans Infant Electronic Health Records Machine Learning Adolescent Female
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Hybrid natural language processing tool for semantic annotation of medical texts in Spanish.

BMC bioinformatics Jan 8, 2025
BACKGROUND: Natural language processing (NLP) enables the extraction of information embedded within unstructured texts, such as clinical case reports and trial eligibility criteria. By identifying relevant medical concepts, NLP facilitates the genera...
Semantics Spain Natural Language Processing Data Mining Humans Language Electronic Health Records Deep Learning
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An Intelligent System for Classifying Patient Complaints Using Machine Learning and Natural Language Processing: Development and Validation Study.

Journal of medical Internet research Jan 8, 2025
BACKGROUND: Accurate classification of patient complaints is crucial for enhancing patient satisfaction management in health care settings. Traditional manual methods for categorizing complaints often lack efficiency and precision. Thus, there is a g...
Algorithms Humans Support Vector Machine Machine Learning Natural Language Processing Patient Satisfaction
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Public Health Discussions on Social Media: Evaluating Automated Sentiment Analysis Methods.

JMIR formative research Jan 8, 2025
BACKGROUND: Sentiment analysis is one of the most widely used methods for mining and examining text. Social media researchers need guidance on choosing between manual and automated sentiment analysis methods.
Humans Data Mining Social Media Natural Language Processing Public Health ROC Curve
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Schizophrenia more employable than depression? Language-based artificial intelligence model ratings for employability of psychiatric diagnoses and somatic and healthy controls.

PloS one Jan 8, 2025
Artificial Intelligence (AI) assists recruiting and job searching. Such systems can be biased against certain characteristics. This results in potential misrepresentations and consequent inequalities related to people with mental health disorders. He...
Employment Natural Language Processing Schizophrenia Humans Artificial Intelligence Language Depression Algorithms
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Artificial Intelligence, Machine Learning and Big Data in Radiation Oncology.

Hematology/oncology clinics of North America Jan 7, 2025
This review explores the applications of artificial intelligence and machine learning (AI/ML) in radiation oncology, focusing on computer vision (CV) and natural language processing (NLP) techniques. We examined CV-based AI/ML in digital pathology an...
Humans Artificial Intelligence Neoplasms Big Data Machine Learning Natural Language Processing Radiation Oncology
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Annotated corpus for traditional formula-disease relationships in biomedical articles.

Scientific data Jan 7, 2025
The Traditional Formula (TF), a combination of herbs prepared in accordance with traditional medicine principles, is increasingly garnering global attention as an alternative to modern medicine. Specifically, there is growing interest in exploring TF...
Disease Medicine, Traditional Natural Language Processing PubMed Humans
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Revolutionizing Health Care: The Transformative Impact of Large Language Models in Medicine.

Journal of medical Internet research Jan 7, 2025
Large language models (LLMs) are rapidly advancing medical artificial intelligence, offering revolutionary changes in health care. These models excel in natural language processing (NLP), enhancing clinical support, diagnosis, treatment, and medical ...
Humans Precision Medicine Natural Language Processing Artificial Intelligence Delivery of Health Care
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Leveraging Large Language Models in Radiology Research: A Comprehensive User Guide.

Academic radiology Jan 6, 2025
Large Language Models (LLMs) such as ChatGPT have been increasingly integrated into radiology research, revolutionizing the research landscape. The Radiology Research Alliance (RRA) of the Association for Academic Radiology (AAR) has convened a Task ...
Humans Language Biomedical Research Large Language Models Artificial Intelligence Natural Language Processing Radiology
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Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Using Medical Text.

JMIR medical informatics Jan 6, 2025
BACKGROUND: Machine learning models can reduce the burden on doctors by converting medical records into International Classification of Diseases (ICD) codes in real time, thereby enhancing the efficiency of diagnosis and treatment. However, it faces ...
Cardiovascular Diseases Machine Learning Humans Electronic Health Records Natural Language Processing International Classification of Diseases
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