AIMC Topic: Natural Language Processing

Clear Filters Showing 81 to 90 of 3741 articles

Precision in Prevention and Health Surveillance: How Artificial Intelligence May Improve the Time of Identification of Health Concerns through Social Media Content Analysis.

Yearbook of medical informatics Apr 8, 2025
OBJECTIVE: To explore how artificial intelligence (AI) methodologies, particularly through the analysis of social media content, can enhance "precision in prevention and health surveillance" (2024 Yearbook topic). The focus is on leveraging advanced ...
Natural Language Processing Humans Consumer Health Informatics Machine Learning Public Health Surveillance Artificial Intelligence Social Media Public Health
View on PubMed DOI

A Narrative Review on the Application of Large Language Models to Support Cancer Care and Research.

Yearbook of medical informatics Apr 8, 2025
OBJECTIVES: The emergence of large language models has resulted in a significant shift in informatics research and carries promise in clinical cancer care. Here we provide a narrative review of the recent use of large language models (LLMs) to suppor...
Large Language Models Decision Support Systems, Clinical Natural Language Processing Biomedical Research Neoplasms Humans Language
View on PubMed DOI

Improving the usability of large emergency 911 data reporting systems: A machine learning case study using emergency incident descriptions.

Journal of safety research Apr 7, 2025
INTRODUCTION: Emergency 9-1-1 incident data are recorded voluntarily within fire-department-specific computer-aided dispatch systems. The National Fire Incident Reporting System serves as a repository for these data, but inconsistency and variability...
Humans Natural Language Processing Risk Management Fires Machine Learning Emergencies
View on PubMed DOI

Using Large Language Models to Automate Data Extraction From Surgical Pathology Reports: Retrospective Cohort Study.

JMIR formative research Apr 7, 2025
BACKGROUND: Popularized by ChatGPT, large language models (LLMs) are poised to transform the scalability of clinical natural language processing (NLP) downstream tasks such as medical question answering (MQA) and automated data extraction from clinic...
Retrospective Studies Thyroid Neoplasms Pathology, Surgical Natural Language Processing Information Storage and Retrieval Humans Data Mining Large Language Models
View on PubMed DOI

Developing a standardized framework for evaluating health apps using natural language processing.

Scientific reports Apr 6, 2025
Despite regulatory efforts, many smartphone health applications remain unregulated, raising concerns about privacy, security, and evidence-based effectiveness. The lack of standardized regulation has led to the proliferation of over 130 frameworks, i...
Smartphone Humans Telemedicine Mobile Applications Natural Language Processing
View on PubMed DOI

Benchmarking large language models for biomedical natural language processing applications and recommendations.

Nature communications Apr 6, 2025
The rapid growth of biomedical literature poses challenges for manual knowledge curation and synthesis. Biomedical Natural Language Processing (BioNLP) automates the process. While Large Language Models (LLMs) have shown promise in general domains, t...
Benchmarking Humans Natural Language Processing Large Language Models
View on PubMed DOI

TransformDDI: The Transformer-Based Joint Multi-Task Model for End-to-End Drug-Drug Interaction Extraction.

IEEE journal of biomedical and health informatics Apr 4, 2025
Drug-Drug Interactions (DDI) identification is a part of the drug safety process, that focuses at avoiding potential adverse drug effects that can lead to patient health risks. With the exponential growth in published literature, it becomes increasin...
Algorithms Natural Language Processing Humans Machine Learning Data Mining Drug Interactions Drug-Related Side Effects and Adverse Reactions
View on PubMed DOI

Aceso-DSAL: Discovering Clinical Evidences From Medical Literature Based on Distant Supervision and Active Learning.

IEEE journal of biomedical and health informatics Apr 4, 2025
Automatic extraction of valuable, structured evidence from the exponentially growing clinical trial literature can help physicians practice evidence-based medicine quickly and accurately. However, current research on evidence extraction has been limi...
Humans Data Mining Evidence-Based Medicine Natural Language Processing Supervised Machine Learning Algorithms Databases, Factual
View on PubMed DOI

LKAN: LLM-Based Knowledge-Aware Attention Network for Clinical Staging of Liver Cancer.

IEEE journal of biomedical and health informatics Apr 4, 2025
Clinical staging of liver cancer (CSoLC), an important indicator for evaluating primary liver cancer (PLC), is key in the diagnosis, treatment, and rehabilitation of liver cancer. In China, the current CSoLC adopts the China liver cancer (CNLC) stagi...
Neoplasm Staging Liver Neoplasms Natural Language Processing Humans Neural Networks, Computer
View on PubMed DOI

Large Language Models in Summarizing Radiology Report Impressions for Lung Cancer in Chinese: Evaluation Study.

Journal of medical Internet research Apr 3, 2025
BACKGROUND: Large language models (LLMs), such as ChatGPT, have demonstrated impressive capabilities in various natural language processing tasks, particularly in text generation. However, their effectiveness in summarizing radiology report impressio...
East Asian People Natural Language Processing Positron Emission Tomography Computed Tomography Large Language Models China Lung Neoplasms Tomography, X-Ray Computed Language Humans
View on PubMed DOI
Popular Topics
Recent Journals