AIMC Topic: Natural Language Processing

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A Novel Natural Language Processing Model for Triaging Head and Neck Patient Appointments.

Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery Apr 25, 2025
OBJECTIVE: Inaccurate patient triage contributes to suboptimal clinical capacity management and delays in patient care, which in cancer patients may significantly increase morbidity and mortality. We developed a natural language processing (NLP) mode...
Male Middle Aged Aged Adult Natural Language Processing Appointments and Schedules Referral and Consultation Head and Neck Neoplasms Triage Humans Retrospective Studies Female
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A NLP analysis of digital demand for healthcare jobs in China.

Scientific reports Apr 25, 2025
The rapid growth of the healthcare industry in China has led to a significant talent gap, particularly in the areas of digital skills and management expertise. This study aims to bridge this gap by analyzing healthcare job listings using natural lang...
Natural Language Processing Humans Delivery of Health Care China
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TMNRED, A Chinese Language EEG Dataset for Fuzzy Semantic Target Identification in Natural Reading Environments.

Scientific data Apr 25, 2025
Semantic understanding is central to advanced cognitive functions, and the mechanisms by which the brain processes language information are still being explored. Existing EEG datasets often lack natural reading data specific to Chinese, limiting rese...
Reading Electroencephalography Language Semantics China Humans East Asian People Natural Language Processing
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Artificial Intelligence: Applications in Pharmacovigilance Signal Management.

Pharmaceutical medicine Apr 21, 2025
Pharmacovigilance is the science of collection, detection, and assessment of adverse events associated with pharmaceutical products for the ongoing monitoring and understanding of those products' safety profiles. Part of this process, signal manageme...
Humans Artificial Intelligence Adverse Drug Reaction Reporting Systems Drug-Related Side Effects and Adverse Reactions Pharmacovigilance Machine Learning Natural Language Processing
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Industrial applications of large language models.

Scientific reports Apr 21, 2025
Large language models (LLMs) are artificial intelligence (AI) based computational models designed to understand and generate human like text. With billions of training parameters, LLMs excel in identifying intricate language patterns, enabling remark...
Industry Large Language Models Artificial Intelligence Natural Language Processing Humans
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Engaging Stakeholders With Professional or Lived Experience to Improve Firearm Violence Lexicon Development.

JMIR formative research Apr 21, 2025
Framing the public health burden of firearm violence should include people with secondary exposure to firearm violence beyond acute bodily injury, yet such data are limited. Electronic health record clinical notes, when leveraged through natural lang...
Humans Electronic Health Records Wounds, Gunshot Violence Natural Language Processing Gun Violence Stakeholder Participation Firearms
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Empowering entity synonym set generation using flexible perceptual field and multi-layer contextual information.

PloS one Apr 21, 2025
Automatic generation of entity synonyms plays a pivotal role in various natural language processing applications, such as search engines, question-answering systems, and taxonomy construction. Previous research on generating entity synonym sets has t...
Vocabulary Natural Language Processing Neural Networks, Computer Datasets as Topic Algorithms
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Hierarchical embedding attention for overall survival prediction in lung cancer from unstructured EHRs.

BMC medical informatics and decision making Apr 18, 2025
The automated processing of Electronic Health Records (EHRs) poses a significant challenge due to their unstructured nature, rich in valuable, yet disorganized information. Natural Language Processing (NLP), particularly Named Entity Recognition (NER...
Survival Analysis Carcinoma, Non-Small-Cell Lung Natural Language Processing Male Lung Neoplasms Humans Electronic Health Records Female
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Arch-Eval benchmark for assessing chinese architectural domain knowledge in large language models.

Scientific reports Apr 18, 2025
The burgeoning application of Large Language Models (LLMs) in Natural Language Processing (NLP) has prompted scrutiny of their domain-specific knowledge processing, especially in the construction industry. Despite high demand, there is a scarcity of ...
Benchmarking Large Language Models Language China Natural Language Processing
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Dual-channel knowledge attention for traditional Chinese medicine syndrome differentiation.

Scientific reports Apr 18, 2025
With the rapid advancement of Natural Language Processing (NLP) technologies, the application of NLP to enable intelligent syndrome differentiation in Traditional Chinese Medicine (TCM) has become a popular research focus. However, TCM texts contain ...
Humans Neural Networks, Computer Syndrome Medicine, Chinese Traditional Natural Language Processing
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