AIMC Topic: Data Mining

Clear Filters Showing 1191 to 1200 of 1626 articles

[Advances in application of artificial intelligence in pediatrics].

Zhonghua er ke za zhi = Chinese journal of pediatrics Oct 2, 2025
Humans Artificial Intelligence Image Processing, Computer-Assisted Data Mining Pediatrics Child Decision Support Systems, Clinical
View on PubMed DOI

AI for Extracting Pre-Analytical Variability Data from Biomedical Literature: Feasibility and Validation.

Studies in health technology and informatics Sep 3, 2025
INTRODUCTION: The quality and reproducibility of research results from biological samples are significantly influenced by the pre-analytical variability resulting from different conditions during sample collection, storage and processing. Although nu...
Data Mining Humans Artificial Intelligence Natural Language Processing Feasibility Studies Reproducibility of Results Biomedical Research
View on PubMed DOI

Using Data Mining to Differentiate Dengue with Warning Signs from Severe Dengue: A Predictive Model from Oaxaca, Mexico.

The American journal of tropical medicine and hygiene Sep 3, 2025
Dengue with warning signs (DWS) and severe dengue are significant public health concerns in tropical and subtropical regions globally. Accurate and timely differentiation between these clinical forms of dengue, although crucial, is often complex. In ...
Data Mining Young Adult Humans Dengue Adult Severe Dengue Machine Learning Child, Preschool Male Support Vector Machine Middle Aged Child Algorithms Diagnosis, Differential Adolescent Female Mexico
View on PubMed DOI

Predicting CircRNA-Disease Associations Based on Heterogeneous Graph Neural Network and Knowledge Graph Attribute Mining Attention.

Interdisciplinary sciences, computational life sciences Sep 1, 2025
The exploration of associations between circular RNAs (circRNAs) and diseases contributes to a deeper understanding of the pathogenesis of diseases. Many computational methods have been proposed for circRNA-disease associations identification. Howeve...
Algorithms Humans Graph Neural Networks Neural Networks, Computer Computational Biology Data Mining RNA, Circular
View on PubMed DOI

Efficient Training Corpus Retrieval for Large Language Model Fine Tuning: A Case Study in Cancer.

Studies in health technology and informatics Aug 7, 2025
The objective is to create an automated knowledge extraction tool for cancer research that builds high-quality academic corpora for LLM fine-tuning while investigating its effectiveness in interleukin-6 and bladder cancer domains. To address the curr...
Humans Interleukin-6 Neoplasms Urinary Bladder Neoplasms Large Language Models Data Mining Natural Language Processing Information Storage and Retrieval
View on PubMed DOI

A Hybrid Natural Language Processing Platform for Multi-Site RWD Studies.

Studies in health technology and informatics Aug 7, 2025
Real-world data (RWD) obtained from electronic medical records has become a valuable resource for healthcare research. However, integrating unstructured free-text clinical data remains a significant challenge. Although natural language processing (NL...
Natural Language Processing Confidentiality Humans Data Mining Electronic Health Records
View on PubMed DOI

Enhancing Vaccine Safety Surveillance: Extracting Vaccine Mentions from Emergency Department Triage Notes Using Fine-Tuned Large Language Models.

Studies in health technology and informatics Aug 7, 2025
This study evaluates fine-tuned Llama 3.2 models for extracting vaccine-related information from emergency department triage notes to support near real-time vaccine safety surveillance. Prompt engineering was used to initially create a labeled datase...
Adverse Drug Reaction Reporting Systems Product Surveillance, Postmarketing Large Language Models Emergency Service, Hospital Vaccines Data Mining Triage Natural Language Processing Humans Electronic Health Records
View on PubMed DOI

A Performance-Based Voting Framework for Assertion Detection in Clinical Notes.

Studies in health technology and informatics Aug 7, 2025
Extracting structured information from unstructured clinical text remains a critical challenge in healthcare. This study introduces a robust framework for clinical assertion detection, integrating domain-specific embeddings like BioBERT, contextualiz...
Data Mining Voting Electronic Health Records Natural Language Processing Humans Machine Learning
View on PubMed DOI

From Text to Knowledge: An End-To-End Extraction Pipeline for Clinical Information.

Studies in health technology and informatics Aug 7, 2025
This study explores the use of Large Language Models (LLMs) in extracting and structuring allergic reaction data from non-English clinical free texts. Leveraging open-source models such as Llama 3.1, Qwen 2.5, and Mistral NeMo, the study utilizes 500...
Humans Data Mining Systematized Nomenclature of Medicine Germany Electronic Health Records Natural Language Processing
View on PubMed DOI

Structured LLM Augmentation for Clinical Information Extraction.

Studies in health technology and informatics Aug 7, 2025
Information extraction tasks, such as Named Entity Recognition (NER) and Relation Extraction (RE), are essential for advancing clinical research and applications. However, these tasks are hindered by the scarcity of labeled clinical documents due to ...
Information Storage and Retrieval Natural Language Processing Humans Electronic Health Records Data Mining Programming Languages
View on PubMed DOI
Popular Topics
Recent Journals