AIMC Topic: Data Mining

Clear Filters Showing 31 to 40 of 1593 articles

Deep Neural Network-Mining of Rice Drought-Responsive TF-TAG Modules by a Combinatorial Analysis of ATAC-Seq and RNA-Seq.

Plant, cell & environment Mar 31, 2025
Drought is a critical risk factor that impacts rice growth and yields. Previous studies have focused on the regulatory roles of individual transcription factors in response to drought stress. However, there is limited understanding of multi-factor st...
Gene Regulatory Networks Transcription Factors Oryza Neural Networks, Computer RNA-Seq Gene Expression Regulation, Plant Droughts Chromatin Immunoprecipitation Sequencing Data Mining Plant Proteins Stress, Physiological
View on PubMed DOI

The interpretable machine learning model for depression associated with heavy metals via EMR mining method.

Scientific reports Mar 28, 2025
Limited research exists on the association between depression and heavy metal exposure. This study aims to develop an interpretable and efficient machine learning (ML) model with robust performance to identify depression linked to heavy metal exposur...
Nutrition Surveys Female Humans Data Mining Adult Middle Aged Machine Learning Male Algorithms Metals, Heavy Depression
View on PubMed DOI

Large Language Model Applications for Health Information Extraction in Oncology: Scoping Review.

JMIR cancer Mar 28, 2025
BACKGROUND: Natural language processing systems for data extraction from unstructured clinical text require expert-driven input for labeled annotations and model training. The natural language processing competency of large language models (LLM) can ...
Medical Oncology Neoplasms Natural Language Processing Humans Data Mining Electronic Health Records
View on PubMed DOI

Learning the rules of peptide self-assembly through data mining with large language models.

Science advances Mar 26, 2025
Peptides are ubiquitous and important biomolecules that self-assemble into diverse structures. Although extensive research has explored the effects of chemical composition and exterior conditions on self-assembly, a systematic study consolidating the...
Databases, Protein Data Mining Humans Machine Learning Algorithms Peptides
View on PubMed DOI

An automated classification pipeline for tables in pharmacokinetic literature.

Scientific reports Mar 24, 2025
Pharmacokinetic (PK) models are essential for optimising drug candidate selection and dosing regimens in drug development. Preclinical and population PK models benefit from integrating prior knowledge from existing compounds. While tables in scientif...
Humans Data Mining Pharmacokinetics
View on PubMed DOI

Integrating data mining with transcranial focused ultrasound to refine neuralgia treatment strategies.

Journal of neuroscience methods Mar 23, 2025
BACKGROUND: Neuralgia and other neuropathic pain are difficult to treat owing to their complicated etiology and a wide variety of responses to treatment. The novel neuromodulation technology transcranial focused ultrasound (tFUS) has intriguing impli...
Humans Machine Learning Precision Medicine Female Aged Adult Data Mining Ultrasonic Therapy Neuralgia Male Middle Aged
View on PubMed DOI

Integrating machine learning and a large language model to construct a domain knowledge graph for reducing the risk of fall-from-height accidents.

Accident; analysis and prevention Mar 20, 2025
Fall-from-height (FFH) accidents remain a major source of workplace injuries and fatalities. Fall protection systems (FPS) are critical for preventing falls in the work-at-height (WAH) environment. However, challenges in designing and selecting effec...
Protective Devices Humans Machine Learning Accidents, Occupational Accidental Falls Data Mining Large Language Models
View on PubMed DOI

Presenting a prediction model for HELLP syndrome through data mining.

BMC medical informatics and decision making Mar 17, 2025
BACKGROUND: The HELLP syndrome represents three complications: hemolysis, elevated liver enzymes, and low platelet count. Since the causes and pathogenesis of HELLP syndrome are not yet fully known and well understood, distinguishing it from other pr...
Adult Cross-Sectional Studies Iran Data Mining HELLP Syndrome Machine Learning Pregnancy Female Humans
View on PubMed DOI

Using Generative AI to Extract Structured Information from Free Text Pathology Reports.

Journal of medical systems Mar 13, 2025
Manually converting unstructured text pathology reports into structured pathology reports is very time-consuming and prone to errors. This study demonstrates the transformative potential of generative AI in automating the analysis of free-text pathol...
Female Reproducibility of Results Breast Neoplasms Humans Artificial Intelligence Natural Language Processing Data Mining
View on PubMed DOI

Retinal vein occlusion risk prediction without fundus examination using a no-code machine learning tool for tabular data: a nationwide cross-sectional study from South Korea.

BMC medical informatics and decision making Mar 7, 2025
BACKGROUND: Retinal vein occlusion (RVO) is a leading cause of vision loss globally. Routine health check-up data-including demographic information, medical history, and laboratory test results-are commonly utilized in clinical settings for disease r...
Neural Networks, Computer Machine Learning Republic of Korea Humans Middle Aged Fundus Oculi Adult Female Risk Assessment Data Mining Cross-Sectional Studies Nutrition Surveys Retinal Vein Occlusion Aged Male
View on PubMed DOI
Popular Topics
Recent Journals