AIMC Topic: Datasets as Topic

Clear Filters Showing 851 to 860 of 1098 articles

Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine.

Neural networks : the official journal of the International Neural Network Society May 21, 2015
Standard methods for the analysis of functional MRI data strongly rely on prior implicit and explicit hypotheses made to simplify the analysis. In this work the attention is focused on two such commonly accepted hypotheses: (i) the hemodynamic respon...
Algorithms Computer Simulation Reproducibility of Results Hemodynamics Humans Data Interpretation, Statistical Neural Networks, Computer Image Processing, Computer-Assisted Machine Learning Magnetic Resonance Imaging Oxygen Markov Chains Models, Statistical Datasets as Topic
View on PubMed DOI

On simplicity and complexity in the brave new world of large-scale neuroscience.

Current opinion in neurobiology Apr 29, 2015
Technological advances have dramatically expanded our ability to probe multi-neuronal dynamics and connectivity in the brain. However, our ability to extract a simple conceptual understanding from complex data is increasingly hampered by the lack of ...
Neural Networks, Computer Nerve Net Models, Theoretical Animals Datasets as Topic Neurosciences
View on PubMed DOI

Construction of an ortholog database using the semantic web technology for integrative analysis of genomic data.

PloS one Apr 13, 2015
Recently, various types of biological data, including genomic sequences, have been rapidly accumulating. To discover biological knowledge from such growing heterogeneous data, a flexible framework for data integration is necessary. Ortholog informati...
Humans Plants Computational Biology Animals Genome Fungi Databases, Genetic Semantics Bacteria Internet Datasets as Topic Gene Ontology
View on PubMed DOI

GRYFUN: a web application for GO term annotation visualization and analysis in protein sets.

PloS one Mar 20, 2015
Functional context for biological sequence is provided in the form of annotations. However, within a group of similar sequences there can be annotation heterogeneity in terms of coverage and specificity. This in turn can introduce issues regarding th...
Molecular Sequence Annotation Gene Ontology Web Browser Computational Biology Databases, Protein Datasets as Topic Software
View on PubMed DOI

An ensemble method with hybrid features to identify extracellular matrix proteins.

PloS one Feb 13, 2015
The extracellular matrix (ECM) is a dynamic composite of secreted proteins that play important roles in numerous biological processes such as tissue morphogenesis, differentiation and homeostasis. Furthermore, various diseases are caused by the dysfu...
Extracellular Matrix Proteins Support Vector Machine Algorithms Datasets as Topic Reproducibility of Results Workflow Web Browser Computational Biology
View on PubMed DOI

Multifactor dimensionality reduction analysis to elucidate the cross-talk between one-carbon and xenobiotic metabolic pathways in multi-disease models.

Molecular biology reports Feb 4, 2015
Putatively functional polymorphisms of one-carbon and xenobiotic metabolic pathways influence susceptibility for wide spectrum of diseases. The current study was aimed to explore gene-gene interactions among these two metabolic pathways in four disea...
Gene Expression Regulation Epistasis, Genetic Oxidoreductases Coronary Artery Disease Sex Factors Datasets as Topic Transferases Multifactor Dimensionality Reduction Xenobiotics Genetic Predisposition to Disease Polymorphism, Single Nucleotide Carbon Factor Analysis, Statistical Lupus Erythematosus, Systemic Parkinson Disease Metabolic Networks and Pathways Breast Neoplasms Male Case-Control Studies Humans Female
View on PubMed DOI

Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores.

Artificial intelligence in medicine Dec 30, 2014
INTRODUCTION: The length of stay of critically ill patients in the intensive care unit (ICU) is an indication of patient ICU resource usage and varies considerably. Planning of postoperative ICU admissions is important as ICUs often have no nonoccupi...
Humans Critical Illness Intensive Care Units Female Belgium Survival Analysis Datasets as Topic Organ Dysfunction Scores Male Length of Stay Support Vector Machine
View on PubMed DOI

Analysis of underlying causes of inter-expert disagreement in retinopathy of prematurity diagnosis. Application of machine learning principles.

Methods of information in medicine Dec 1, 2014
OBJECTIVE: Inter-expert variability in image-based clinical diagnosis has been demonstrated in many diseases including retinopathy of prematurity (ROP), which is a disease affecting low birth weight infants and is a major cause of childhood blindness...
Observer Variation Retinopathy of Prematurity Diagnosis, Differential Diagnostic Imaging Datasets as Topic Humans Machine Learning
View on PubMed DOI

BiobankConnect: software to rapidly connect data elements for pooled analysis across biobanks using ontological and lexical indexing.

Journal of the American Medical Informatics Association : JAMIA Oct 31, 2014
OBJECTIVE: Pooling data across biobanks is necessary to increase statistical power, reveal more subtle associations, and synergize the value of data sources. However, searching for desired data elements among the thousands of available elements and h...
Humans Computational Biology Datasets as Topic Software User-Computer Interface Biological Ontologies Abstracting and Indexing Systems Integration
View on PubMed DOI

Protein submitochondrial localization from integrated sequence representation and SVM-based backward feature extraction.

Molecular bioSystems Oct 21, 2014
Mitochondrion, a tiny energy factory, plays an important role in various biological processes of most eukaryotic cells. Mitochondrial defection is associated with a series of human diseases. Knowledge of the submitochondrial locations of proteins can...
Protein Transport Colorectal Neoplasms ROC Curve Support Vector Machine Humans Proteins Mitochondria Algorithms Models, Biological Datasets as Topic Reproducibility of Results
View on PubMed DOI
Popular Topics
Recent Journals