AIMC Topic: Data Mining

Clear Filters Showing 141 to 150 of 1565 articles

The changing landscape of text mining: a review of approaches for ecology and evolution.

Proceedings. Biological sciences Jul 31, 2024
In ecology and evolutionary biology, the synthesis and modelling of data from published literature are commonly used to generate insights and test theories across systems. However, the tasks of searching, screening, and extracting data from literatur...
Biological Evolution Natural Language Processing Machine Learning Data Mining Ecology
View on PubMed DOI

Rare disease diagnosis using knowledge guided retrieval augmentation for ChatGPT.

Journal of biomedical informatics Jul 29, 2024
Although rare diseases individually have a low prevalence, they collectively affect nearly 400 million individuals around the world. On average, it takes five years for an accurate rare disease diagnosis, but many patients remain undiagnosed or misdi...
Data Mining Rare Diseases Diagnosis, Computer-Assisted Artificial Intelligence Decision Support Systems, Clinical
View on PubMed DOI

Leveraging shortest dependency paths in low-resource biomedical relation extraction.

BMC medical informatics and decision making Jul 24, 2024
BACKGROUND: Biomedical Relation Extraction (RE) is essential for uncovering complex relationships between biomedical entities within text. However, training RE classifiers is challenging in low-resource biomedical applications with few labeled exampl...
Machine Learning Natural Language Processing Humans Data Mining
View on PubMed DOI

From Web to RheumaLpack: Creating a Linguistic Corpus for Exploitation and Knowledge Discovery in Rheumatology.

Computers in biology and medicine Jul 23, 2024
This study introduces RheumaLinguisticpack (RheumaLpack), the first specialised linguistic web corpus designed for the field of musculoskeletal disorders. By combining web mining (i.e., web scraping) and natural language processing (NLP) techniques, ...
Humans Rheumatology Knowledge Discovery Data Mining Natural Language Processing Musculoskeletal Diseases Internet
View on PubMed DOI

Information extraction from medical case reports using OpenAI InstructGPT.

Computer methods and programs in biomedicine Jul 18, 2024
BACKGROUND AND OBJECTIVE: Researchers commonly use automated solutions such as Natural Language Processing (NLP) systems to extract clinical information from large volumes of unstructured data. However, clinical text's poor semantic structure and dom...
Natural Language Processing Data Mining Information Storage and Retrieval Male Child Female Humans Algorithms
View on PubMed DOI

Versatile Deep Learning Pipeline for Transferable Chemical Data Extraction.

Journal of chemical information and modeling Jul 15, 2024
Chemical information disseminated in scientific documents offers an untapped potential for deep learning-assisted insights and breakthroughs. Automated extraction efforts have shifted from resource-intensive manual extraction toward applying machine ...
Deep Learning Data Mining Cheminformatics
View on PubMed DOI

Identifying symptom etiologies using syntactic patterns and large language models.

Scientific reports Jul 13, 2024
Differential diagnosis is a crucial aspect of medical practice, as it guides clinicians to accurate diagnoses and effective treatment plans. Traditional resources, such as medical books and services like UpToDate, are constrained by manual curation, ...
Diagnosis, Differential Natural Language Processing Data Mining Humans Algorithms
View on PubMed DOI

Early diagnosis of HIV cases by means of text mining and machine learning models on clinical notes.

Computers in biology and medicine Jul 10, 2024
Undiagnosed and untreated human immunodeficiency virus (HIV) infection increases morbidity in the HIV-positive person and allows onward transmission of the virus. Minimizing missed opportunities for HIV diagnosis when a patient visits a healthcare fa...
Humans Data Mining Electronic Health Records Machine Learning Early Diagnosis Male Female Algorithms HIV Infections
View on PubMed DOI

Assessing domain adaptation in adverse drug event extraction on real-world breast cancer records.

International journal of medical informatics Jul 9, 2024
BACKGROUND: Adverse Drug Events (ADE) are key information present in unstructured portions of Electronic Health Records. These pose a significant challenge in healthcare, ranging from mild discomfort to severe complications, and can impact patient sa...
Natural Language Processing Drug-Related Side Effects and Adverse Reactions Humans Female Data Mining Breast Neoplasms Electronic Health Records
View on PubMed DOI

Mining core information by evaluating semantic importance for unpaired image captioning.

Neural networks : the official journal of the International Neural Network Society Jul 9, 2024
Recently, exciting progress has been made in the research of supervised image captioning. However, manually annotated image-annotation pair data is difficult and expensive to obtain. Therefore, unpaired image captioning becomes an emerging challenge....
Image Processing, Computer-Assisted Natural Language Processing Neural Networks, Computer Algorithms Data Mining Semantics Humans
View on PubMed DOI
Popular Topics
Recent Journals