AIMC Topic: Natural Language Processing

Clear Filters Showing 91 to 100 of 3741 articles

Identifying Patient-Reported Outcome Measure Documentation in Veterans Health Administration Chiropractic Clinic Notes: Natural Language Processing Analysis.

JMIR medical informatics Apr 2, 2025
BACKGROUND: The use of patient-reported outcome measures (PROMs) is an expected component of high-quality, measurement-based chiropractic care. The largest health care system offering integrated chiropractic care is the Veterans Health Administration...
Electronic Health Records Male Chiropractic Natural Language Processing Patient Reported Outcome Measures Documentation United States United States Department of Veterans Affairs Humans
View on PubMed DOI

Capitalizing on natural language processing (NLP) to automate the evaluation of coach implementation fidelity in guided digital cognitive-behavioral therapy (GdCBT).

Psychological medicine Apr 2, 2025
BACKGROUND: As the use of guided digitally-delivered cognitive-behavioral therapy (GdCBT) grows, pragmatic analytic tools are needed to evaluate coaches' implementation fidelity.
Humans Machine Learning Middle Aged Natural Language Processing Cognitive Behavioral Therapy Adult Male Female
View on PubMed DOI

Understanding patterns of loneliness in older long-term care users using natural language processing with free text case notes.

PloS one Apr 2, 2025
Loneliness and social isolation are distressing for individuals and predictors of mortality, yet data on their impact on publicly funded long-term care is limited. Using recent advances in natural language processing (NLP), we analysed pseudonymised ...
Long-Term Care Female Aged Humans Aged, 80 and over Social Isolation London Male Natural Language Processing Loneliness
View on PubMed DOI

Enhancing data quality in medical concept normalization through large language models.

Journal of biomedical informatics Apr 1, 2025
OBJECTIVE: Medical concept normalization (MCN) aims to map informal medical terms to formal medical concepts, a critical task in building machine learning systems for medical applications. However, most existing studies on MCN primarily focus on mode...
Machine Learning Algorithms Language Humans Medical Informatics Natural Language Processing Large Language Models Data Accuracy
View on PubMed DOI

Efficient multi-task learning with instance selection for biomedical NLP.

Computers in biology and medicine Mar 31, 2025
BACKGROUND: Biomedical natural language processing (NLP) increasingly relies on large language models and extensive datasets, presenting significant computational challenges.
Machine Learning Support Vector Machine Humans Natural Language Processing
View on PubMed DOI

A Novel Natural Language Processing Tool Improves Colonoscopy Auditing of Adenoma and Serrated Polyp Detection Rates.

Journal of gastroenterology and hepatology Mar 31, 2025
BACKGROUND AND STUDY AIMS: Determining adenoma detection rate (ADR) and serrated polyp detection rate (SDR) can be challenging as they usually involve manual matching of colonoscopy and histology reports. This study aimed to validate a Natural Langua...
Colonic Neoplasms Colonic Polyps Quality Indicators, Health Care Adenoma Natural Language Processing Medical Audit Humans Male Colonoscopy Female
View on PubMed DOI

Leveraging large language models to mimic domain expert labeling in unstructured text-based electronic healthcare records in non-english languages.

BMC medical informatics and decision making Mar 31, 2025
BACKGROUND: The integration of big data and artificial intelligence (AI) in healthcare, particularly through the analysis of electronic health records (EHR), presents significant opportunities for improving diagnostic accuracy and patient outcomes. H...
Natural Language Processing Turkey Electronic Health Records Humans Language Artificial Intelligence Child
View on PubMed DOI

Opportunities and Challenges for Large Language Models in Primary Health Care.

Journal of primary care & community health Mar 31, 2025
Primary Health Care (PHC) is the cornerstone of the global health care system and the primary objective for achieving universal health coverage. China's PHC system faces several challenges, including uneven distribution of medical resources, a lack o...
Primary Health Care Natural Language Processing Artificial Intelligence Language China Humans
View on PubMed DOI

Natural language processing for identifying major bleeding risk in hospitalised medical patients.

Computers in biology and medicine Mar 30, 2025
BACKGROUND: Major bleeding is a severe complication in critically ill medical patients, resulting in significant morbidity, mortality, and healthcare costs. This study aims to assess the incidence and risk factors for major bleeding in hospitalised m...
Hemorrhage Middle Aged Risk Assessment Natural Language Processing Cross-Sectional Studies Male Risk Factors Hospitalization Retrospective Studies Humans Aged, 80 and over Electronic Health Records Aged Adult Female
View on PubMed DOI

A vision attention driven Language framework for medical report generation.

Scientific reports Mar 28, 2025
This study introduces the Medical Vision Attention Generation (MedVAG) model, a novel framework designed to facilitate the automated generation of medical reports. MedVAG integrates Vision Transformer (ViT)-based visual feature extraction and GPT-2 l...
Algorithms Attention Humans Natural Language Processing
View on PubMed DOI
Popular Topics
Recent Journals