AIMC Topic: Information Storage and Retrieval

Clear Filters Showing 311 to 320 of 714 articles

A comparison of word embeddings for the biomedical natural language processing.

Journal of biomedical informatics Sep 12, 2018
BACKGROUND: Word embeddings have been prevalently used in biomedical Natural Language Processing (NLP) applications due to the ability of the vector representations being able to capture useful semantic properties and linguistic relationships between...
PubMed Probability Information Storage and Retrieval Aged Models, Statistical Young Adult Natural Language Processing Adult Male Middle Aged Adolescent Unified Medical Language System Machine Learning Humans Linguistics Electronic Health Records Medical Informatics Female Minnesota Semantics Family Health
View on PubMed DOI

Automatic extraction of gene-disease associations from literature using joint ensemble learning.

PloS one Jul 26, 2018
A wealth of knowledge concerning relations between genes and its associated diseases is present in biomedical literature. Mining these biological associations from literature can provide immense support to research ranging from drug-targetable pathwa...
Humans Semantics Support Vector Machine Disease PubMed Data Mining Information Storage and Retrieval
View on PubMed DOI

Biomedical literature classification with a CNNs-based hybrid learning network.

PloS one Jul 26, 2018
Deep learning techniques, e.g., Convolutional Neural Networks (CNNs), have been explosively applied to the research in the fields of information retrieval and natural language processing. However, few research efforts have addressed semantic indexing...
Humans Neural Networks, Computer Machine Learning Semantics Natural Language Processing Abstracting and Indexing Periodicals as Topic MEDLINE Information Storage and Retrieval
View on PubMed DOI

OC-2-KB: integrating crowdsourcing into an obesity and cancer knowledge base curation system.

BMC medical informatics and decision making Jul 23, 2018
BACKGROUND: There is strong scientific evidence linking obesity and overweight to the risk of various cancers and to cancer survivorship. Nevertheless, the existing online information about the relationship between obesity and cancer is poorly organi...
Obesity PubMed Knowledge Bases Information Storage and Retrieval Data Curation Semantics Machine Learning Crowdsourcing Evidence-Based Medicine Software Neoplasms Humans
View on PubMed DOI

Chemical-induced disease extraction via recurrent piecewise convolutional neural networks.

BMC medical informatics and decision making Jul 23, 2018
BACKGROUND: Extracting relationships between chemicals and diseases from unstructured literature have attracted plenty of attention since the relationships are very useful for a large number of biomedical applications such as drug repositioning and p...
Datasets as Topic Information Storage and Retrieval Chemically-Induced Disorders Neural Networks, Computer Algorithms Deep Learning
View on PubMed DOI

Automatic extraction of protein-protein interactions using grammatical relationship graph.

BMC medical informatics and decision making Jul 23, 2018
BACKGROUND: Relationships between bio-entities (genes, proteins, diseases, etc.) constitute a significant part of our knowledge. Most of this information is documented as unstructured text in different forms, such as books, articles and on-line pages...
Natural Language Processing Information Storage and Retrieval Algorithms Databases, Factual Proteins
View on PubMed DOI

A Depth Evidence Score Fusion Algorithm for Chinese Medical Intelligence Question Answering System.

Journal of healthcare engineering Jul 10, 2018
Question answering (QA) system is becoming the focus of the research in medical health in terms of providing fleetly accurate answers to users. Numerous traditional QA systems are faced to simple factual questions and do not obtain accurate answers f...
Medical Informatics Algorithms Humans Artificial Intelligence Databases, Factual Information Storage and Retrieval
View on PubMed DOI

Extending PubMed searches to ClinicalTrials.gov through a machine learning approach for systematic reviews.

Journal of clinical epidemiology Jul 5, 2018
OBJECTIVES: Despite their essential role in collecting and organizing published medical literature, indexed search engines are unable to cover all relevant knowledge. Hence, current literature recommends the inclusion of clinical trial registries in ...
Humans Machine Learning Sensitivity and Specificity Data Mining Information Storage and Retrieval Clinical Trials as Topic Systematic Reviews as Topic Meta-Analysis as Topic PubMed Search Engine
View on PubMed DOI

A Deep Learning Method to Automatically Identify Reports of Scientifically Rigorous Clinical Research from the Biomedical Literature: Comparative Analytic Study.

Journal of medical Internet research Jun 25, 2018
BACKGROUND: A major barrier to the practice of evidence-based medicine is efficiently finding scientifically sound studies on a given clinical topic.
Deep Learning PubMed Information Storage and Retrieval Humans Neural Networks, Computer
View on PubMed DOI

CogStack - experiences of deploying integrated information retrieval and extraction services in a large National Health Service Foundation Trust hospital.

BMC medical informatics and decision making Jun 25, 2018
BACKGROUND: Traditional health information systems are generally devised to support clinical data collection at the point of care. However, as the significance of the modern information economy expands in scope and permeates the healthcare domain, th...
Humans Electronic Health Records Hospitals Natural Language Processing United Kingdom Information Storage and Retrieval National Health Programs
View on PubMed DOI
Popular Topics
Recent Journals