AIMC Topic: PubMed

Clear Filters Showing 141 to 150 of 157 articles

Forty-two Million Ways to Describe Pain: Topic Modeling of 200,000 PubMed Pain-Related Abstracts Using Natural Language Processing and Deep Learning-Based Text Generation.

Pain medicine (Malden, Mass.) Nov 1, 2020
OBJECTIVE: Recent efforts to update the definitions and taxonomic structure of concepts related to pain have revealed opportunities to better quantify topics of existing pain research subject areas.
Humans Publications Pain PubMed Deep Learning Natural Language Processing Female
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Leveraging PubMed to Create a Specialty-Based Sense Inventory for Spanish Acronym Resolution.

Studies in health technology and informatics Jun 16, 2020
Acronyms frequently occur in clinical text, which makes their identification, disambiguation and resolution an important task in clinical natural language processing. This paper contributes to acronym resolution in Spanish through the creation of a s...
Artificial Intelligence Language PubMed Abbreviations as Topic Natural Language Processing Humans
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Advancing PICO element detection in biomedical text via deep neural networks.

Bioinformatics (Oxford, England) Jun 1, 2020
MOTIVATION: In evidence-based medicine, defining a clinical question in terms of the specific patient problem aids the physicians to efficiently identify appropriate resources and search for the best available evidence for medical treatment. In order...
Language PubMed Humans Neural Networks, Computer
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Can artificial intelligence replace manual search for systematic literature? Review on cutaneous manifestations in primary Sjögren's syndrome.

Rheumatology (Oxford, England) Apr 1, 2020
OBJECTIVES: Manual systematic literature reviews are becoming increasingly challenging due to the sharp rise in publications. The primary objective of this literature review was to compare manual and computer software using artificial intelligence re...
Prevalence Pruritus Natural Language Processing Software Reproducibility of Results Periodicals as Topic Skin Diseases PubMed Systematic Reviews as Topic Publishing Humans Artificial Intelligence Cheilitis Erythema Vasculitis Sjogren's Syndrome
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Pretraining to Recognize PICO Elements from Randomized Controlled Trial Literature.

Studies in health technology and informatics Aug 21, 2019
PICO (Population/problem, Intervention, Comparison, and Outcome) is widely adopted for formulating clinical questions to retrieve evidence from the literature. It plays a crucial role in Evidence-Based Medicine (EBM). This paper contributes a scalabl...
PubMed Evidence-Based Medicine Neural Networks, Computer Randomized Controlled Trials as Topic
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The MeSH-Gram Neural Network Model: Extending Word Embedding Vectors with MeSH Concepts for Semantic Similarity.

Studies in health technology and informatics Aug 21, 2019
Eliciting semantic similarity between concepts remains a challenging task. Recent approaches founded on embedding vectors have gained in popularity as they have risen to efficiently capture semantic relationships. The underlying idea is that two word...
Semantics MEDLINE Medical Subject Headings Humans Neural Networks, Computer PubMed
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Automatic Human-like Mining and Constructing Reliable Genetic Association Database with Deep Reinforcement Learning.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing Jan 1, 2019
The increasing amount of scientific literature in biological and biomedical science research has created a challenge in continuous and reliable curation of the latest knowledge discovered, and automatic biomedical text-mining has been one of the answ...
Humans Algorithms Reproducibility of Results Deep Learning Decision Support Techniques Data Mining Markov Chains Databases, Genetic Unified Medical Language System PubMed Genetic Association Studies Knowledge Bases Computational Biology
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Gene multifunctionality scoring using gene ontology.

Journal of bioinformatics and computational biology Oct 1, 2018
Multifunctional genes are important genes because of their essential roles in human cells. Studying and analyzing multifunctional genes can help understand disease mechanisms and drug discovery. We propose a computational method for scoring gene mult...
PubMed Genome, Human Gene Ontology Evolution, Molecular Proteins Humans Algorithms Reproducibility of Results Genetic Predisposition to Disease Biomedical Research Genetic Association Studies Protein Interaction Maps Computational Biology
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Exploiting and assessing multi-source data for supervised biomedical named entity recognition.

Bioinformatics (Oxford, England) Jul 15, 2018
MOTIVATION: Recognition of biomedical entities from scientific text is a critical component of natural language processing and automated information extraction platforms. Modern named entity recognition approaches rely heavily on supervised machine l...
PubMed Natural Language Processing Databases, Factual Data Mining Supervised Machine Learning
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Automatic recognition of self-acknowledged limitations in clinical research literature.

Journal of the American Medical Informatics Association : JAMIA Jul 1, 2018
OBJECTIVE: To automatically recognize self-acknowledged limitations in clinical research publications to support efforts in improving research transparency.
Publications Logistic Models Machine Learning PubMed Support Vector Machine Biomedical Research Natural Language Processing
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