AIMC Topic: Natural Language Processing

Clear Filters Showing 471 to 480 of 3886 articles

Semantic-guided attention and adaptive gating for document-level relation extraction.

Scientific reports Nov 4, 2024
In natural language processing, document-level relation extraction is a complex task that aims to predict the relationships among entities by capturing contextual interactions from an unstructured document. Existing graph- and transformer-based model...
Semantics Humans Natural Language Processing Algorithms Data Mining Models, Theoretical Attention
View on PubMed DOI

NSSC: a neuro-symbolic AI system for enhancing accuracy of named entity recognition and linking from oncologic clinical notes.

Medical & biological engineering & computing Nov 1, 2024
Accurate recognition and linking of oncologic entities in clinical notes is essential for extracting insights across cancer research, patient care, clinical decision-making, and treatment optimization. We present the Neuro-Symbolic System for Cancer ...
Neoplasms Natural Language Processing Unified Medical Language System Female Breast Neoplasms Neural Networks, Computer Artificial Intelligence Electronic Health Records Humans
View on PubMed DOI

Semi-automated title-abstract screening using natural language processing and machine learning.

Systematic reviews Nov 1, 2024
BACKGROUND: Title-abstract screening in the preparation of a systematic review is a time-consuming task. Modern techniques of natural language processing and machine learning might allow partly automatization of title-abstract screening. In particula...
Machine Learning Algorithms Natural Language Processing Humans Systematic Reviews as Topic Abstracting and Indexing
View on PubMed DOI

Automated anonymization of radiology reports: comparison of publicly available natural language processing and large language models.

European radiology Oct 31, 2024
PURPOSE: Medical reports, governed by HIPAA regulations, contain personal health information (PHI), restricting secondary data use. Utilizing natural language processing (NLP) and large language models (LLM), we sought to employ publicly available me...
Electronic Health Records Natural Language Processing Data Anonymization Humans Radiology Information Systems Large Language Models
View on PubMed DOI

Qualitatively Assessing ChatGPT Responses to Frequently Asked Questions Regarding Sexually Transmitted Diseases.

Sexually transmitted diseases Oct 31, 2024
BACKGROUND: ChatGPT, a large language model artificial intelligence platform that uses natural language processing, has seen its implementation across a number of sectors, notably in health care. However, there remains limited understanding regarding...
Surveys and Questionnaires Generative Artificial Intelligence Sexually Transmitted Diseases Artificial Intelligence Public Health Natural Language Processing Patient Education as Topic Humans
View on PubMed DOI

Developing healthcare language model embedding spaces.

Artificial intelligence in medicine Oct 31, 2024
Pre-trained Large Language Models (LLMs) have revolutionised Natural Language Processing (NLP) tasks, but often struggle when applied to specialised domains such as healthcare. The traditional approach of pre-training on large datasets followed by ta...
Deep Learning Humans Delivery of Health Care Natural Language Processing
View on PubMed DOI

Clinical Prompt Learning With Frozen Language Models.

IEEE transactions on neural networks and learning systems Oct 29, 2024
When the first transformer-based language models were published in the late 2010s, pretraining with general text and then fine-tuning the model on a task-specific dataset often achieved the state-of-the-art performance. However, more recent work sugg...
Humans Machine Learning Neural Networks, Computer Algorithms Natural Language Processing
View on PubMed DOI

Biologically Plausible Sparse Temporal Word Representations.

IEEE transactions on neural networks and learning systems Oct 29, 2024
Word representations, usually derived from a large corpus and endowed with rich semantic information, have been widely applied to natural language tasks. Traditional deep language models, on the basis of dense word representations, requires large mem...
Models, Neurological Natural Language Processing Neurons Semantics Algorithms Brain Language Humans Neural Networks, Computer
View on PubMed DOI

Exploring adult hearing aid user experiences: meaning extraction methods, content patterns, and associations with demographic and outcome variables.

International journal of audiology Oct 26, 2024
OBJECTIVE: Employing automated language analysis, specifically Meaning Extraction Method (MEM) and Principal Component Analysis (PCA), to identify key factors in open-text responses about hearing aid experiences.
United States Principal Component Analysis Natural Language Processing Aged, 80 and over Quality of Life Adult Surveys and Questionnaires Cross-Sectional Studies Persons with Hearing Disabilities Communication Humans Speech Perception Male Correction of Hearing Impairment Female Middle Aged Hearing Aged Hearing Aids Hearing Loss
View on PubMed DOI

Automated Extraction of Stroke Severity From Unstructured Electronic Health Records Using Natural Language Processing.

Journal of the American Heart Association Oct 25, 2024
BACKGROUND: Multicenter electronic health records can support quality improvement and comparative effectiveness research in stroke. However, limitations of electronic health record-based research include challenges in abstracting key clinical variabl...
Humans Electronic Health Records Female Aged Male Natural Language Processing Massachusetts Stroke Data Mining Middle Aged Severity of Illness Index
View on PubMed DOI
Popular Topics
Recent Journals