(Q27008516)

English

Multivariate pattern recognition for diagnosis and prognosis in clinical neuroimaging: state of the art, current challenges and future trends

scientific article (publication date: May 2014)

In more languages

Statements

scholarly article

0 references

Multivariate pattern recognition for diagnosis and prognosis in clinical neuroimaging: state of the art, current challenges and future trends (English)

0 references

0 references

0 references

0 references

multivariate statistics

1 reference

based on heuristic

inferred from title

pattern recognition

1 reference

based on heuristic

inferred from title

Karl-Olof Lovblad

2

object named as

Karl-Olof Lovblad

0 references

Panteleimon Giannakopoulos

3

object named as

Panteleimon Giannakopoulos

0 references

Dimitri Van De Ville

object named as

Dimitri Van De Ville

4

0 references

object named as

Sven Haller

1

0 references

language of work or name

0 references

publication date

May 2014

0 references

Brain Topography

1 reference

27

0 references

3

0 references

329-37

0 references

https://scigraph.springernature.com/pub.10.1007/s10548-014-0360-z

0 references

Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

The future of functional MRI in clinical medicine.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Prognostic and diagnostic potential of the structural neuroanatomy of depression

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Disease state prediction from resting state functional connectivity

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Identification of conversion from mild cognitive impairment to Alzheimer's disease using multivariate predictors

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Predicting the development of mild cognitive impairment: a new use of pattern recognition.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Functional connectivity tracks clinical deterioration in Alzheimer's disease

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

A Review of Challenges in the Use of fMRI for Disease Classification / Characterization and A Projection Pursuit Application from Multi-site fMRI Schizophrenia Study

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Prediction of individual brain maturity using fMRI.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Decoding of emotional information in voice-sensitive cortices

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Diagnostic transitions in mild cognitive impairment subtypes.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Functional and effective connectivity: a review

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Developmental changes in multivariate neuroanatomical patterns that predict risk for psychosis in 22q11.2 deletion syndrome

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Multi-scale classification of disease using structural MRI and wavelet transform.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Can we overcome the 'clinico-radiological paradox' in multiple sclerosis?

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Can cortical thickness asymmetry analysis contribute to detection of at-risk mental state and first-episode psychosis? A pilot study.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Cerebral microhemorrhage and iron deposition in mild cognitive impairment: susceptibility-weighted MR imaging assessment.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Individual detection of patients with Parkinson disease using support vector machine analysis of diffusion tensor imaging data: initial results

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Differentiation between Parkinson disease and other forms of Parkinsonism using support vector machine analysis of susceptibility-weighted imaging (SWI): initial results.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Individual classification of mild cognitive impairment subtypes by support vector machine analysis of white matter DTI.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Brain sizes, surfaces, and neuronal sizes of the cortex cerebri: a stereological investigation of man and his variability and a comparison with some mammals (primates, whales, marsupials, insectivores, and one elephant)

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Distributed and overlapping representations of faces and objects in ventral temporal cortex

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Morphometric spatial patterns differentiating boys with fragile X syndrome, typically developing boys, and developmentally delayed boys aged 1 to 3 years

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Neural decoding of visual imagery during sleep.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Automatic classification of MR scans in Alzheimer's disease

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Information-based functional brain mapping

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Partial Least Squares (PLS) methods for neuroimaging: a tutorial and review

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Impact of scanner hardware and imaging protocol on image quality and compartment volume precision in the ADNI cohort

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Detecting stable distributed patterns of brain activation using Gini contrast

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Introduction to machine learning for brain imaging

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Predicting human brain activity associated with the meanings of nouns

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Individualized prediction of illness course at the first psychotic episode: a support vector machine MRI study

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Ways toward an early diagnosis in Alzheimer's disease: the Alzheimer's Disease Neuroimaging Initiative (ADNI).

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Reconstructing visual experiences from brain activity evoked by natural movies

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Using support vector machines with multiple indices of diffusion for automated classification of mild cognitive impairment

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: a critical review.

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Machine learning classifiers and fMRI: a tutorial overview

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Mild cognitive impairment as a diagnostic entity

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Using genetic, cognitive and multi-modal neuroimaging data to identify ultra-high-risk and first-episode psychosis at the individual level

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Classifying minimally disabled multiple sclerosis patients from resting state functional connectivity

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Transferring subspaces between subjects in brain--computer interfacing

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Neurodegenerative diseases target large-scale human brain networks

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Elucidating a magnetic resonance imaging-based neuroanatomic biomarker for psychosis: classification analysis using probabilistic brain atlas and machine learning algorithms

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Classification with correlated features: unreliability of feature ranking and solutions

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Observations on the brains of non-demented old people

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Surfing the brain

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Identification of MCI individuals using structural and functional connectivity networks

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

MRI pattern recognition in multiple sclerosis normal-appearing brain areas

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Multimodal classification of Alzheimer's disease and mild cognitive impairment

1 reference

https://api.crossref.org/works/10.1007%2FS10548-014-0360-Z

21 January 2018

Identifiers

Sitelinks

Wikipedia(0 entries)

Wikibooks(0 entries)

Wikinews(0 entries)

Wikiquote(0 entries)

Wikisource(0 entries)

Wikiversity(0 entries)

Wikivoyage(0 entries)

Wiktionary(0 entries)

Multilingual sites(0 entries)

Retrieved from "https://www.wikidata.org/w/index.php?title=Q27008516&oldid=2104131651"