AIMC Topic: Software

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Knowledge-Based Query Construction Using the CDSS Knowledge Base for Efficient Evidence Retrieval.

Sensors (Basel, Switzerland) Aug 28, 2015
Finding appropriate evidence to support clinical practices is always challenging, and the construction of a query to retrieve such evidence is a fundamental step. Typically, evidence is found using manual or semi-automatic methods, which are time-con...
Information Storage and Retrieval MEDLINE Assisted Living Facilities Home Care Services Decision Support Systems, Clinical Chronic Disease Knowledge Bases Software Electronic Health Records Neoplasms Humans Artificial Intelligence
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What automated age estimation of hand and wrist MRI data tells us about skeletal maturation in male adolescents.

Annals of human biology Aug 27, 2015
BACKGROUND: Age estimation of individuals is important in human biology and has various medical and forensic applications. Recent interest in MR-based methods aims to investigate alternatives for established methods involving ionising radiation. Auto...
Magnetic Resonance Imaging Wrist Hand Humans Young Adult Machine Learning Austria Male Software Age Determination by Skeleton Adolescent
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LncRNA-ID: Long non-coding RNA IDentification using balanced random forests.

Bioinformatics (Oxford, England) Aug 26, 2015
MOTIVATION: Long non-coding RNAs (lncRNAs), which are non-coding RNAs of length above 200 nucleotides, play important biological functions such as gene expression regulation. To fully reveal the functions of lncRNAs, a fundamental step is to annotate...
Proteins Open Reading Frames Ribosomes Animals Mice RNA, Long Noncoding Machine Learning Software Humans
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SAMSVM: A tool for misalignment filtration of SAM-format sequences with support vector machine.

Journal of bioinformatics and computational biology Aug 24, 2015
Sequence alignment/map (SAM) formatted sequences [Li H, Handsaker B, Wysoker A et al., Bioinformatics 25(16):2078-2079, 2009.] have taken on a main role in bioinformatics since the development of massive parallel sequencing. However, because misalign...
Software Computational Biology High-Throughput Nucleotide Sequencing Support Vector Machine Reproducibility of Results Sequence Alignment Alu Elements
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Neuromorphic implementations of neurobiological learning algorithms for spiking neural networks.

Neural networks : the official journal of the International Neural Network Society Aug 18, 2015
The application of biologically inspired methods in design and control has a long tradition in robotics. Unlike previous approaches in this direction, the emerging field of neurorobotics not only mimics biological mechanisms at a relatively high leve...
Software Algorithms Humans Neural Networks, Computer Models, Neurological Brain Learning Neuronal Plasticity
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An Automated and Intelligent Medical Decision Support System for Brain MRI Scans Classification.

PloS one Aug 17, 2015
A wide interest has been observed in the medical health care applications that interpret neuroimaging scans by machine learning systems. This research proposes an intelligent, automatic, accurate, and robust classification technique to classify the h...
Intelligence Expert Systems Humans Aged Support Vector Machine Software Sensitivity and Specificity Aged, 80 and over Algorithms Magnetic Resonance Imaging Principal Component Analysis Male Adult Brain Middle Aged Least-Squares Analysis Female
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Accurate contact predictions using covariation techniques and machine learning.

Proteins Aug 14, 2015
Here we present the results of residue-residue contact predictions achieved in CASP11 by the CONSIP2 server, which is based around our MetaPSICOV contact prediction method. On a set of 40 target domains with a median family size of around 40 effectiv...
Proteins Humans Databases, Protein Software Models, Molecular Neural Networks, Computer Computer Simulation Bacteria Machine Learning Internet Computational Biology Amino Acid Sequence Models, Statistical Viruses Protein Structure, Secondary Protein Folding Sequence Alignment Protein Interaction Domains and Motifs
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Protein contact prediction by integrating joint evolutionary coupling analysis and supervised learning.

Bioinformatics (Oxford, England) Aug 14, 2015
MOTIVATION: Protein contact prediction is important for protein structure and functional study. Both evolutionary coupling (EC) analysis and supervised machine learning methods have been developed, making use of different information sources. However...
Models, Statistical Evolution, Molecular Proteins Protein Conformation Machine Learning Software Algorithms Sequence Alignment Sequence Analysis, Protein
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MetazSecKB: the human and animal secretome and subcellular proteome knowledgebase.

Database : the journal of biological databases and curation Aug 8, 2015
The subcellular location of a protein is a key factor in determining the molecular function of the protein in an organism. MetazSecKB is a secretome and subcellular proteome knowledgebase specifically designed for metazoan, i.e. human and animals. Th...
Databases, Protein Gene Ontology Sequence Analysis, Protein Software Animals Proteome Humans
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LoopIng: a template-based tool for predicting the structure of protein loops.

Bioinformatics (Oxford, England) Aug 6, 2015
MOTIVATION: Predicting the structure of protein loops is very challenging, mainly because they are not necessarily subject to strong evolutionary pressure. This implies that, unlike the rest of the protein, standard homology modeling techniques are n...
Models, Molecular Protein Conformation Software Machine Learning Proteins Databases, Protein
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