AIMC Topic:
Databases, Factual

Clear Filters Showing 1901 to 1910 of 2956 articles

A document level neural model integrated domain knowledge for chemical-induced disease relations.

BMC bioinformatics Sep 17, 2018
BACKGROUND: The effective combination of texts and knowledge may improve performances of natural language processing tasks. For the recognition of chemical-induced disease (CID) relations which may span sentence boundaries in an article, although exi...
Humans Neural Networks, Computer Machine Learning Databases, Factual Data Mining Disease
View on PubMed DOI

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks.

Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance Sep 14, 2018
BACKGROUND: Cardiovascular resonance (CMR) imaging is a standard imaging modality for assessing cardiovascular diseases (CVDs), the leading cause of death globally. CMR enables accurate quantification of the cardiac chamber volume, ejection fraction ...
Myocardial Contraction Automation Magnetic Resonance Imaging, Cine Ventricular Function, Right Heart Diseases Image Interpretation, Computer-Assisted Observer Variation Aged Male Ventricular Function, Left Deep Learning Predictive Value of Tests Stroke Volume Middle Aged Humans Databases, Factual Neural Networks, Computer Female Reproducibility of Results
View on PubMed DOI

Improving classification of pollen grain images of the POLEN23E dataset through three different applications of deep learning convolutional neural networks.

PloS one Sep 14, 2018
In palynology, the visual classification of pollen grains from different species is a hard task which is usually tackled by human operators using microscopes. Its complete automatization would save a high quantity of resources and provide valuable im...
Databases, Factual Humans Image Processing, Computer-Assisted Neural Networks, Computer Pollen Machine Learning
View on PubMed DOI

LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine.

Neural networks : the official journal of the International Neural Network Society Sep 11, 2018
Restricted Boltzmann Machine (RBM) is the building block of Deep Belief Nets and other deep learning tools. Fast learning and prediction are both essential for practical usage of RBM-based machine learning techniques. This paper proposes Lean Contras...
Neural Networks, Computer Machine Learning Algorithms Databases, Factual Deep Learning Time Factors
View on PubMed DOI

CNN-Based Multimodal Human Recognition in Surveillance Environments.

Sensors (Basel, Switzerland) Sep 11, 2018
In the current field of human recognition, most of the research being performed currently is focused on re-identification of different body images taken by several cameras in an outdoor environment. On the other hand, there is almost no research bein...
Humans Neural Networks, Computer Databases, Factual Biometric Identification Body Constitution Female Male Face
View on PubMed DOI

HLBS-PopOmics: an online knowledge base to accelerate dissemination and implementation of research advances in population genomics to reduce the burden of heart, lung, blood, and sleep disorders.

Genetics in medicine : official journal of the American College of Medical Genetics Sep 10, 2018
Recent dramatic advances in multiomics research coupled with exponentially increasing volume, complexity, and interdisciplinary nature of publications are making it challenging for scientists to stay up-to-date on the literature. Strategies to addres...
Metagenomics Databases, Genetic Databases, Factual Metabolomics Humans Research Knowledge Bases Pharmacogenetics Genomics Computational Biology Proteomics
View on PubMed DOI

Identifying health information technology related safety event reports from patient safety event report databases.

Journal of biomedical informatics Sep 10, 2018
OBJECTIVE: The objective of this paper was to identify health information technology (HIT) related events from patient safety event (PSE) report free-text descriptions. A difference-based scoring approach was used to prioritize and select model featu...
Data Mining Data Collection Research Report Models, Statistical Regression Analysis Area Under Curve Medical Informatics Adverse Drug Reaction Reporting Systems Pennsylvania Humans Algorithms Patient Safety Databases, Factual Support Vector Machine
View on PubMed DOI

Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model.

The Journal of arthroplasty Sep 5, 2018
BACKGROUND: Value-based and patient-specific care represent 2 critical areas of focus that have yet to be fully reconciled by today's bundled care model. Using a predictive naïve Bayesian model, the objectives of this study were (1) to develop a mach...
Arthroplasty, Replacement, Knee Costs and Cost Analysis Databases, Factual Patient-Specific Modeling Comorbidity Patient Care Bundles Length of Stay ROC Curve Humans Health Expenditures Inpatients Models, Economic Machine Learning Bayes Theorem Algorithms
View on PubMed DOI

Trainable spectral difference learning with spatial starting for hyperspectral image denoising.

Neural networks : the official journal of the International Neural Network Society Sep 5, 2018
Because of the limited reflected energy and incoming illumination in an individual band, the reflected energy captured by a hyperspectral sensor might be low and there is inevitable noise that significantly decreases the performance of the subsequent...
Deep Learning Neural Networks, Computer Algorithms Databases, Factual
View on PubMed DOI

An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer TMA.

IEEE transactions on medical imaging Sep 3, 2018
One of the methods for stratifying different molecular classes of breast cancer is the Nottingham prognostic index plus, which uses breast cancer relevant biomarkers to stain tumor tissues prepared on tissue microarray (TMA). To determine the molecul...
Humans Algorithms Deep Learning Image Interpretation, Computer-Assisted Immunohistochemistry Tissue Array Analysis Databases, Factual Female Breast Neoplasms
View on PubMed DOI
Popular Topics
Recent Journals