(Q30967973)

14 August 2017

Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data (English)

1 reference

14 August 2017

0 references

0 references

Christian Elger

5

0 references

Bernd Weber

object named as

Bernd Weber

4

0 references

Simon S Keller

object named as

Simon S Keller

3

0 references

Dinggang Shen

9

object named as

Dinggang Shen

1 reference

14 August 2017

10

Leonardo Bonilha

1 reference

14 August 2017

Brent C Munsell

1

1 reference

14 August 2017

Chong-Yaw Wee

2

1 reference

14 August 2017

Laura Angelica Tomaz da Silva

6

1 reference

14 August 2017

Travis Nesland

7

1 reference

14 August 2017

Martin Styner

8

1 reference

14 August 2017

language of work or name

English

0 references

publication date

6 June 2015

1 reference

14 August 2017

1 reference

14 August 2017

118

1 reference

14 August 2017

219-230

1 reference

Sparse regularization techniques provide novel insights into outcome integration processes

14 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Structural connectivity based whole brain modelling in epilepsy.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

The hubs of the human connectome are generally implicated in the anatomy of brain disorders

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Altered structural connectome in temporal lobe epilepsy

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Prediction of post-surgical seizure outcome in left mesial temporal lobe epilepsy.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Schizophrenia and abnormal brain network hubs

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Connectome-scale assessments of structural and functional connectivity in MCI.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Presurgical connectome and postsurgical seizure control in temporal lobe epilepsy

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

BrainNet Viewer: a network visualization tool for human brain connectomics

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Breakdown of brain connectivity between normal aging and Alzheimer's disease: a structural k-core network analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

The human connectome: origins and challenges

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Connectomics and epilepsy

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Large scale brain models of epilepsy: dynamics meets connectomics

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Medial temporal lobe epilepsy is associated with neuronal fibre loss and paradoxical increase in structural connectivity of limbic structures.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Combining graph and machine learning methods to analyze differences in functional connectivity across sex.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Mapping the Alzheimer's brain with connectomics

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Subtypes of medial temporal lobe epilepsy: influence on temporal lobectomy outcomes?

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

High dimensional classification of structural MRI Alzheimer's disease data based on large scale regularization

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Penalized least squares regression methods and applications to neuroimaging

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Sparse logistic regression for whole-brain classification of fMRI data.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Dementia induces correlated reductions in white matter integrity and cortical thickness: a multivariate neuroimaging study with sparse canonical correlation analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Automatic detection of preclinical neurodegeneration: presymptomatic Huntington disease

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Automatic classification of MR scans in Alzheimer's disease

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Diffusion-tensor MR imaging and tractography: exploring brain microstructure and connectivity.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Reducing the dimensionality of data with neural networks

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Practice parameter: temporal lobe and localized neocortical resections for epilepsy

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

"Voxel-based morphometry" should not be used with imperfectly registered images

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Why voxel-based morphometry should be used

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

A randomized, controlled trial of surgery for temporal-lobe epilepsy

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Voxel-based morphometry–the methods

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Patients with refractory seizures.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Some aspects of prognosis in the epilepsies: a review

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Proposal for revised classification of epilepsies and epileptic syndromes. Commission on Classification and Terminology of the International League Against Epilepsy

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Characterizing the connectome in schizophrenia with diffusion spectrum imaging

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Disrupted anatomic white matter network in left mesial temporal lobe epilepsy.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Trends in presurgical evaluation and surgical treatment of epilepsy at one centre from 1988-2009.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Automated MR image classification in temporal lobe epilepsy.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Individual voxel-based subtype prediction can differentiate progressive supranuclear palsy from idiopathic Parkinson syndrome and healthy controls.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Prediction and interpretation of distributed neural activity with sparse models

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Persistent seizures following left temporal lobe surgery are associated with posterior and bilateral structural and functional brain abnormalities

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Probabilistic diffusion tractography with multiple fibre orientations: What can we gain?

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Between session reproducibility and between subject variability of diffusion MR and tractography measures

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Probabilistic diffusion tractography: a potential tool to assess the rate of disease progression in amyotrophic lateral sclerosis.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Characterization and propagation of uncertainty in diffusion-weighted MR imaging

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4701213

Neural networks in human epilepsy: evidence of and implications for treatment

25 November 2018

1 reference

12 December 2020

Drug treatment of epilepsy: when does it fail and how to optimize its use?

1 reference

12 December 2020

The nature of epilepsy in the general population. I. Characteristics of patients receiving medication for epilepsy

1 reference

12 December 2020

Staged approach to epilepsy management

1 reference

12 December 2020

10.1016/J.NEUROIMAGE.2015.06.008

Identifiers

DOI

1 reference

journals/neuroimage/MunsellWKWESNSS15

14 August 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

14 August 2017

PubMed publication ID

26054876

1 reference