AIMC Topic: Support Vector Machine

Clear Filters Showing 3941 to 3950 of 4975 articles

A Genetic Algorithm Based Support Vector Machine Model for Blood-Brain Barrier Penetration Prediction.

BioMed research international Oct 4, 2015
Blood-brain barrier (BBB) is a highly complex physical barrier determining what substances are allowed to enter the brain. Support vector machine (SVM) is a kernel-based machine learning method that is widely used in QSAR study. For a successful SVM ...
Biological Transport, Active Support Vector Machine Models, Biological Hydrogen-Ion Concentration Permeability Databases, Factual Quantitative Structure-Activity Relationship Humans Blood-Brain Barrier Hydrogen Bonding Algorithms Drug Design
View on PubMed DOI

Predictive classification of pediatric bipolar disorder using atlas-based diffusion weighted imaging and support vector machines.

Psychiatry research Oct 3, 2015
Previous studies have reported abnormalities of white-matter diffusivity in pediatric bipolar disorder. However, it has not been established whether these abnormalities are able to distinguish individual subjects with pediatric bipolar disorder from ...
Male Adolescent Bipolar Disorder Humans Brain Female Diagnostic and Statistical Manual of Mental Disorders Anisotropy Diffusion Magnetic Resonance Imaging Child Support Vector Machine White Matter
View on PubMed DOI

Detecting Lung Diseases from Exhaled Aerosols: Non-Invasive Lung Diagnosis Using Fractal Analysis and SVM Classification.

PloS one Sep 30, 2015
BACKGROUND: Each lung structure exhales a unique pattern of aerosols, which can be used to detect and monitor lung diseases non-invasively. The challenges are accurately interpreting the exhaled aerosol fingerprints and quantitatively correlating the...
Asthma Support Vector Machine Lung Diseases Humans Aerosols Prognosis Breath Tests
View on PubMed DOI

Computer-Aided Diagnosis of Parkinson's Disease Using Enhanced Probabilistic Neural Network.

Journal of medical systems Sep 29, 2015
Early and accurate diagnosis of Parkinson's disease (PD) remains challenging. Neuropathological studies using brain bank specimens have estimated that a large percentages of clinical diagnoses of PD may be incorrect especially in the early stages. In...
Humans Neural Networks, Computer Algorithms Physical Examination Parkinson Disease Diagnosis, Computer-Assisted Diagnosis, Differential ROC Curve False Positive Reactions Support Vector Machine
View on PubMed DOI

Computational probing protein-protein interactions targeting small molecules.

Bioinformatics (Oxford, England) Sep 28, 2015
MOTIVATION: With the booming of interactome studies, a lot of interactions can be measured in a high throughput way and large scale datasets are available. It is becoming apparent that many different types of interactions can be potential drug target...
Pharmaceutical Preparations Protein Interaction Mapping Sequence Analysis, Protein Humans Algorithms Drug Discovery Support Vector Machine Proteins
View on PubMed DOI

MDD-SOH: exploiting maximal dependence decomposition to identify S-sulfenylation sites with substrate motifs.

Bioinformatics (Oxford, England) Sep 26, 2015
UNLABELLED: S-sulfenylation (S-sulphenylation, or sulfenic acid), the covalent attachment of S-hydroxyl (-SOH) to cysteine thiol, plays a significant role in redox regulation of protein functions. Although sulfenic acid is transient and labile, most ...
Amino Acid Motifs Sequence Analysis, Protein Sulfur Acids Proteins Amino Acids Cysteine Humans Software Support Vector Machine Protein Processing, Post-Translational
View on PubMed DOI

iTIS-PseKNC: Identification of Translation Initiation Site in human genes using pseudo k-tuple nucleotides composition.

Computers in biology and medicine Sep 25, 2015
Translation is an essential genetic process for understanding the mechanism of gene expression. Due to the large number of protein sequences generated in the post-genomic era, conventional methods are unable to identify Translation Initiation Site (T...
Probability Pattern Recognition, Automated Peptide Chain Initiation, Translational Support Vector Machine Sequence Analysis, DNA Nucleotides Algorithms Neural Networks, Computer Reproducibility of Results Machine Learning Genomics Humans Software
View on PubMed DOI

Harnessing Computational Biology for Exact Linear B-Cell Epitope Prediction: A Novel Amino Acid Composition-Based Feature Descriptor.

Omics : a journal of integrative biology Sep 25, 2015
Proteins embody epitopes that serve as their antigenic determinants. Epitopes occupy a central place in integrative biology, not to mention as targets for novel vaccine, pharmaceutical, and systems diagnostics development. The presence of T-cell and ...
Computational Biology Support Vector Machine Models, Statistical Humans Software Sensitivity and Specificity Epitopes, B-Lymphocyte Amino Acid Sequence Datasets as Topic Molecular Sequence Data
View on PubMed DOI

An automatic method for arterial pulse waveform recognition using KNN and SVM classifiers.

Medical & biological engineering & computing Sep 24, 2015
The measurement and analysis of the arterial pulse waveform (APW) are the means for cardiovascular risk assessment. Optical sensors represent an attractive instrumental solution to APW assessment due to their truly non-contact nature that makes the m...
Equipment Design Signal Processing, Computer-Assisted Wavelet Analysis Optics and Photonics Humans Pulse Support Vector Machine Arteries
View on PubMed DOI

Labeled Graph Kernel for Behavior Analysis.

IEEE transactions on pattern analysis and machine intelligence Sep 23, 2015
Automatic behavior analysis from video is a major topic in many areas of research, including computer vision, multimedia, robotics, biology, cognitive science, social psychology, psychiatry, and linguistics. Two major problems are of interest when an...
Video Recording Pattern Recognition, Automated Humans Algorithms Support Vector Machine
View on PubMed DOI
Popular Topics
Recent Journals