AIMC Topic:
Bayes Theorem

Clear Filters Showing 1711 to 1720 of 1757 articles

Unique Clinical Language Patterns Among Expert Vestibular Providers Can Predict Vestibular Diagnoses.

Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology Oct 1, 2018
OBJECTIVE: To identify novel language usage by expert providers predictive of specific vestibular conditions.
Male Middle Aged ROC Curve Female Adult Sensitivity and Specificity Medical History Taking Vestibular Diseases Otolaryngologists Natural Language Processing Bayes Theorem Practice Patterns, Physicians' Humans Algorithms Retrospective Studies
View on PubMed DOI

Towards an accurate and efficient heuristic for species/gene tree co-estimation.

Bioinformatics (Oxford, England) Sep 1, 2018
MOTIVATION: Species and gene trees represent how species and individual loci within their genomes evolve from their most recent common ancestors. These trees are central to addressing several questions in biology relating to, among other issues, spec...
Genomics Machine Learning Models, Genetic Computer Simulation Bayes Theorem
View on PubMed DOI

DLBI: deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy.

Bioinformatics (Oxford, England) Jul 1, 2018
MOTIVATION: Super-resolution fluorescence microscopy with a resolution beyond the diffraction limit of light, has become an indispensable tool to directly visualize biological structures in living cells at a nanometer-scale resolution. Despite advanc...
Bayes Theorem Microscopy, Fluorescence Cells Software Computer Simulation Deep Learning
View on PubMed DOI

Gene prioritization using Bayesian matrix factorization with genomic and phenotypic side information.

Bioinformatics (Oxford, England) Jul 1, 2018
MOTIVATION: Most gene prioritization methods model each disease or phenotype individually, but this fails to capture patterns common to several diseases or phenotypes. To overcome this limitation, we formulate the gene prioritization task as the fact...
Information Storage and Retrieval Gene Ontology Genetic Predisposition to Disease Computational Biology Bayes Theorem Humans Software Algorithms
View on PubMed DOI

pBRIT: gene prioritization by correlating functional and phenotypic annotations through integrative data fusion.

Bioinformatics (Oxford, England) Jul 1, 2018
MOTIVATION: Computational gene prioritization can aid in disease gene identification. Here, we propose pBRIT (prioritization using Bayesian Ridge regression and Information Theoretic model), a novel adaptive and scalable prioritization tool, integrat...
Humans Genomics Computational Biology Sequence Analysis, DNA Software Phenotype Animals Biological Ontologies Bayes Theorem Information Storage and Retrieval
View on PubMed DOI

O-GlcNAcPRED-II: an integrated classification algorithm for identifying O-GlcNAcylation sites based on fuzzy undersampling and a K-means PCA oversampling technique.

Bioinformatics (Oxford, England) Jun 15, 2018
MOTIVATION: Protein O-GlcNAcylation (O-GlcNAc) is an important post-translational modification of serine (S)/threonine (T) residues that involves multiple molecular and cellular processes. Recent studies have suggested that abnormal O-G1cNAcylation c...
Bayes Theorem Models, Biological Computational Biology Proteomics Support Vector Machine Protein Processing, Post-Translational Acetylglucosamine
View on PubMed DOI

Artificial Neural Network Enhanced Bayesian PET Image Reconstruction.

IEEE transactions on medical imaging Jun 1, 2018
In positron emission tomography (PET) image reconstruction, the Bayesian framework with various regularization terms has been implemented to constrain the radio tracer distribution. Varying the regularizing weight of a maximum a posteriori (MAP) algo...
Phantoms, Imaging Image Processing, Computer-Assisted Humans Bayes Theorem Neural Networks, Computer Positron-Emission Tomography Algorithms
View on PubMed DOI

Technical note: an R package for fitting sparse neural networks with application in animal breeding.

Journal of animal science May 4, 2018
Neural networks (NNs) have emerged as a new tool for genomic selection (GS) in animal breeding. However, the properties of NN used in GS for the prediction of phenotypic outcomes are not well characterized due to the problem of over-parameterization ...
Male Genomics Genotype Bayes Theorem Genetic Markers Breeding Software Female Animals Neural Networks, Computer
View on PubMed DOI

Data-Adaptive Estimation for Double-Robust Methods in Population-Based Cancer Epidemiology: Risk Differences for Lung Cancer Mortality by Emergency Presentation.

American journal of epidemiology Apr 1, 2018
In this paper, we propose a structural framework for population-based cancer epidemiology and evaluate the performance of double-robust estimators for a binary exposure in cancer mortality. We conduct numerical analyses to study the bias and efficien...
Lung Neoplasms Socioeconomic Factors Sex Factors Models, Statistical Monte Carlo Method Epidemiologic Research Design Neoplasms Humans Likelihood Functions Data Interpretation, Statistical England Female Machine Learning Emergency Service, Hospital Risk Factors Bayes Theorem Male
View on PubMed DOI

Prostate cancer detection using machine learning techniques by employing combination of features extracting strategies.

Cancer biomarkers : section A of Disease markers Feb 6, 2018
Prostate is a second leading causes of cancer deaths among men. Early detection of cancer can effectively reduce the rate of mortality caused by Prostate cancer. Due to high and multiresolution of MRIs from prostate cancer require a proper diagnostic...
Prostatic Neoplasms Male Humans Support Vector Machine Machine Learning Bayes Theorem
View on PubMed DOI
Popular Topics
Recent Journals