AIMC Topic: PubMed

Clear Filters Showing 71 to 80 of 154 articles

Distant supervision for treatment relation extraction by leveraging MeSH subheadings.

Artificial intelligence in medicine Jun 7, 2019
The growing body of knowledge in biomedicine is too vast for human consumption. Hence there is a need for automated systems able to navigate and distill the emerging wealth of information. One fundamental task to that end is relation extraction, wher...
Humans Area Under Curve Supervised Machine Learning Abstracting and Indexing Medical Subject Headings Crowdsourcing PubMed Data Mining Semantics
View on PubMed DOI

Extracting chemical-protein interactions from biomedical literature via granular attention based recurrent neural networks.

Computer methods and programs in biomedicine Apr 30, 2019
BACKGROUND AND OBJECTIVE: The extraction of interactions between chemicals and proteins from biomedical literature is important for many biomedical tasks such as drug discovery and precision medicine. In the existing systems, the methods achieving co...
Data Mining Probability Neural Networks, Computer Software Reproducibility of Results Deep Learning Humans Proteins Databases, Protein Publications PubMed
View on PubMed DOI

Gene fingerprint model for literature based detection of the associations among complex diseases: a case study of COPD.

BMC medical informatics and decision making Jan 31, 2019
BACKGROUND: Disease comorbidity is very common and has significant impact on disease treatment. Revealing the associations among diseases may help to understand the mechanisms of diseases, improve the prevention and treatment of diseases, and support...
Comorbidity Models, Theoretical PubMed Humans Pulmonary Disease, Chronic Obstructive Gene Ontology Knowledge Discovery
View on PubMed DOI

A neural classification method for supporting the creation of BioVerbNet.

Journal of biomedical semantics Jan 18, 2019
BACKGROUND: VerbNet, an extensive computational verb lexicon for English, has proved useful for supporting a wide range of Natural Language Processing tasks requiring information about the behaviour and meaning of verbs. Biomedical text processing an...
Biomedical Research Natural Language Processing PubMed Machine Learning Data Mining
View on PubMed DOI

Fast and scalable neural embedding models for biomedical sentence classification.

BMC bioinformatics Dec 22, 2018
BACKGROUND: Biomedical literature is expanding rapidly, and tools that help locate information of interest are needed. To this end, a multitude of different approaches for classifying sentences in biomedical publications according to their coarse sem...
Unified Medical Language System Humans Neural Networks, Computer Language Biomedical Research Natural Language Processing PubMed
View on PubMed DOI

A comparative quantitative study of utilizing artificial intelligence on electronic health records in the USA and China during 2008-2017.

BMC medical informatics and decision making Dec 7, 2018
BACKGROUND: The application of artificial intelligence techniques for processing electronic health records data plays increasingly significant role in advancing clinical decision support. This study conducts a quantitative comparison on the research ...
United States Bibliometrics Taiwan PubMed Information Storage and Retrieval Artificial Intelligence Electronic Health Records China Humans
View on PubMed DOI

Mining Disease-Symptom Relation from Massive Biomedical Literature and Its Application in Severe Disease Diagnosis.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Disease-symptom relation is an important biomedical relation that can be used for clinical decision support including building medical diagnostic systems. Here we present a study on mining disease-symptom relation from massive biomedical literature a...
Biological Ontologies PubMed Disease MEDLINE Humans Diagnosis Data Mining Decision Support Systems, Clinical Information Storage and Retrieval Symptom Assessment
View on PubMed

Finding medication doses in the liteature.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Medication doses, one of the determining factors in medication safety and effectiveness, are present in the literature, but only in free-text form. We set out to determine if the systems developed for extracting drug prescription information from cli...
Drug Administration Routes Deep Learning Information Storage and Retrieval Humans Drug Dosage Calculations Neural Networks, Computer Pharmaceutical Preparations Drug Administration Schedule PubMed
View on PubMed

Automatic identification of recent high impact clinical articles in PubMed to support clinical decision making using time-agnostic features.

Journal of biomedical informatics Nov 22, 2018
OBJECTIVES: Finding recent clinical studies that warrant changes in clinical practice ("high impact" clinical studies) in a timely manner is very challenging. We investigated a machine learning approach to find recent studies with high clinical impac...
Bayes Theorem Publications PubMed Machine Learning Clinical Decision-Making
View on PubMed DOI

Drug Repurposing Prediction for Immune-Mediated Cutaneous Diseases using a Word-Embedding-Based Machine Learning Approach.

The Journal of investigative dermatology Oct 17, 2018
Immune-mediated diseases affect more than 20% of the population, and many autoimmune diseases affect the skin. Drug repurposing (or repositioning) is a cost-effective approach for finding drugs that can be used to treat diseases for which they are cu...
Drug Repositioning Skin Skin Diseases PubMed Immune System Diseases Cohort Studies ROC Curve Humans Computational Biology Machine Learning Algorithms Transcriptome
View on PubMed DOI
Popular Topics
Recent Journals