(Q38264117)

1 September 2017

1 reference

title

Bayesian networks in neuroscience: a survey (English)

1 reference

1 September 2017

1 reference

Concha Bielza

1

0 references

Pedro Larrañaga

object named as

Pedro Larrañaga

series ordinal

2

0 references

publication date

16 October 2014

1 reference

Frontiers in Computational Neuroscience

1 September 2017

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1 September 2017

8

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1 September 2017

131

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Brain Effective Connectivity Modeling for Alzheimer's Disease by Sparse Gaussian Bayesian Network

1 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Online transcranial Doppler ultrasonographic control of an onscreen keyboard

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Integrating language information with a hidden Markov model to improve communication rate in the P300 speller.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Ontology driven decision support for the diagnosis of mild cognitive impairment.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Automated annotation of functional imaging experiments via multi-label classification

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Bayesian network analysis reveals alterations to default mode network connectivity in individuals at risk for Alzheimer's disease

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Bayesian networks for fMRI: a primer

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Prediction of conversion from mild cognitive impairment to Alzheimer disease based on bayesian data mining with ensemble learning.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Structural interactions within the default mode network identified by Bayesian network analysis in Alzheimer's disease

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Smoothness without smoothing: why Gaussian naive Bayes is not naive for multi-subject searchlight studies

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

A Bayesian diagnostic system to differentiate glioblastomas from solitary brain metastases.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Robust automated detection of microstructural white matter degeneration in Alzheimer's disease using machine learning classification of multicenter DTI data

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Inferring functional connectivity in MRI using Bayesian network structure learning with a modified PC algorithm

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

New insights into the classification and nomenclature of cortical GABAergic interneurons

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Automated differentiation of glioblastomas from intracranial metastases using 3T MR spectroscopic and perfusion data

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Genetic studies of complex human diseases: characterizing SNP-disease associations using Bayesian networks

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Investigation of serum proteome alterations in human glioblastoma multiforme

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Inferring consistent functional interaction patterns from natural stimulus FMRI data

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Decoding semantic information from human electrocorticographic (ECoG) signals.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Probabilistic inference in general graphical models through sampling in stochastic networks of spiking neurons

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Natural language processing with dynamic classification improves P300 speller accuracy and bit rate.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Dynamic Bayesian network modeling for longitudinal brain morphometry

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

A transcriptomic atlas of mouse neocortical layers

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Classification of juvenile myoclonic epilepsy data acquired through scanning electromyography with machine learning algorithms.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

The application of naive Bayes model averaging to predict Alzheimer's disease from genome-wide data

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Effective connectivity analysis of fMRI and MEG data collected under identical paradigms

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Learning genetic epistasis using Bayesian network scoring criteria

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Large-scale directional connections among multi resting-state neural networks in human brain: a functional MRI and Bayesian network modeling study

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

MEG and fMRI Fusion for Non-Linear Estimation of Neural and BOLD Signal Changes

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Performance comparison of machine learning algorithms and number of independent components used in fMRI decoding of belief vs. disbelief

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Integrative modeling defines the Nova splicing-regulatory network and its combinatorial controls

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Learning partially directed functional networks from meta-analysis imaging data

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Hybrid ICA-Bayesian network approach reveals distinct effective connectivity differences in schizophrenia

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Discrete dynamic Bayesian network analysis of fMRI data

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Clinical diagnosis based on bayesian classification of functional magnetic-resonance data

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

A review of feature selection techniques in bioinformatics

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

The counting Stroop: a cognitive interference task

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Computational inference of neural information flow networks

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Automatic detection of interictal spikes using data mining models

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

6 September 2017

Dynamic causal modelling

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Analysis of fMRI data by blind separation into independent spatial components

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Evaluation and calibration of functional network modeling methods based on known anatomical connections

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Interconnection between biological abnormalities in borderline personality disorder: use of the Bayesian networks model.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Branching angles of pyramidal cell dendrites follow common geometrical design principles in different cortical areas.

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Subject identification through standard EEG signals during resting states

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Comparison between supervised and unsupervised classifications of neuronal cell types: a case study

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Classification methods for the differentiation of atypical meningiomas using diffusion and perfusion techniques at 3-T MRI.

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Exploitation of 3D stereotactic surface projection for predictive modelling of Alzheimer's disease

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Pro-inflammatory cytokine network in peripheral inflammation response to cerebral ischemia

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Identification of mild Alzheimer's disease through automated classification of structural MRI features.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Beyond structural equation modeling: model properties and effect size from a Bayesian viewpoint. An example of complex phenotype-genotype associations in depression

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Identification of a strategic brain network underlying processing speed deficits in vascular cognitive impairment

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Predicting dementia development in Parkinson's disease using Bayesian network classifiers

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Ensemble transcript interaction networks: a case study on Alzheimer's disease.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Pattern analysis of EEG responses to speech and voice: influence of feature grouping

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Application of recurrence quantification analysis for the automated identification of epileptic EEG signals.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Models and simulation of 3D neuronal dendritic trees using Bayesian networks

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Network modelling methods for FMRI.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Learning an L1-regularized Gaussian Bayesian network in the equivalence class space

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Inference of combinatorial neuronal synchrony with Bayesian networks

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

On the use of dynamic Bayesian networks in reconstructing functional neuronal networks from spike train ensembles

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Six problems for causal inference from fMRI.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Comparison of pattern recognition methods in classifying high-resolution BOLD signals obtained at high magnetic field in monkeys.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Dynamic Bayesian network modeling of fMRI: a comparison of group-analysis methods

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Learning effective brain connectivity with dynamic Bayesian networks

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Common polymorphisms in the CACNA1H gene associated with childhood absence epilepsy in Chinese Han population.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Bayesian model averaging of naive Bayes for clustering.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Combining wavelet analysis and Bayesian networks for the classification of auditory brainstem response

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Different classification techniques considering brain computer interface applications.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

Cerebral modeling and dynamic Bayesian networks.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4199264

A new look at the statistical model identification

31 August 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

The computational complexity of probabilistic inference using bayesian belief networks

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

Approximating probabilistic inference in Bayesian belief networks is NP-hard

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

Bayesian Network Classifiers

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

On the shortest spanning subtree of a graph and the traveling salesman problem

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

On Relevance, Probabilistic Indexing and Information Retrieval

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

Estimating the Dimension of a Model

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

An Algorithm for Fast Recovery of Sparse Causal Graphs

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

The EM algorithm for graphical association models with missing data

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

Stable local computation with conditional Gaussian distributions

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

Sequential updating of conditional probabilities on directed graphical structures

21 January 2018

1 reference

https://api.crossref.org/works/10.3389%2FFNCOM.2014.00131

21 January 2018

Identifiers

DOI

10.3389/FNCOM.2014.00131

1 reference

1 September 2017

journals/ficn/BielzaL14

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

PMC publication ID

4199264

1 September 2017

PubMed publication ID

25360109

1 reference

PMC publication ID

4199264