On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation

Research Article Data Analysis and Tissue Type Assignment for

Glioblastoma Multiforme

August 2016

The effect of combining two echo times in automatic brain tumor classification by MRS

García-Gómez, Juan M
Tortajada, Salvador
Vidal, César
Julià -Sapé, Margalida
Luts, Jan
Moreno-Torres, Àngel
Van Huffel, Sabine
Arús, Carles
Robles Viejo, Montserrat

December 2008

[EN] H-1 MRS is becoming an accurate, non-invasive technique for initial examination of brain masses...

Tissue-type mapping of gliomas

Felix Raschke
Thomas R. Barrick
Timothy L. Jones
Guang Yang
Xujiong Ye
Franklyn A. Howe

January 2019

Purpose: To develop a statistical method of combining multimodal MRI (mMRI) of adult glial brain tum...

Development of a decision support system for diagnosis and grading of brain tumours using in vivo magnetic resonance single voxel spectra.

Tate, A.R.
Underwood, J.
Acosta, D.M.
Julia-Sape, M.
Majos, C.
Moreno-Torres, A.
Howe, F.A.
Graaf, M. van der
Lefournier, V.
Murphy, M.M.
Loosemore, A.
Ladroue, C.
Wesseling, P.
Luc Bosson, J.
Cabanas, M.E.
Simonetti, A.W.
Gajewicz, W.
Calvar, J.
Capdevila, A.
Wilkins, P.R.
Bell, B.A.
Remy, C.
Heerschap, A.
Watson, D.
Griffiths, J.R.
Arus, C.

January 2006

Contains fulltext : 50008.pdf (publisher's version ) (Closed access)A computer-bas...

Multiproject–multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy

García-Gómez, J.
Luts, J.
Julià-Sapé, M.
Krooshof, P.W.T.
Tortajada, S.
Robledo, J.
Melssen, Willem
Fuster-García, E.
Olier, I.
Postma, G.J.
Monleón, D.
Moreno-Torres, À.
Pujol, J.
Candiota, A.P.
Martínez-Bisbal, M.
Suykens, J.
Buydens, L.
Celda, B.
Huffel, S. van
Arús, C.
Robles, M.

January 2009

Contains fulltext : 75361.pdf (publisher's version ) (Open Access)14 p

MR imaging and MR spectroscopy to guide treatment selection for patients with tumours in the brain and head-neck region

Rijpkema, Mark Jacobus Petrus

January 2003

Contains fulltext : 19235_mr__imanm.pdf (publisher's version ) (Open Access)Magnet...

Combination of feature-reduced MR spectroscopic and MR imaging data for improved brain tumor classification.

Simonetti, A.W.
Melssen, W.J.
Szabo de Edelenyi, F.
Asten, J.J.A. van
Heerschap, A.
Buydens, L.M.C.

January 2005

Contains fulltext : 32332.pdf (publisher's version ) (Closed access)The purpose of...

Combination of feature-reduced MR spectroscopic and MR imaging data for improved brain tumor classification

Simonetti, A.W.
Melssen, W.J.
de Edelenyi, F.S.
Asten, J.J.A. van
Heerschap, A.
Buydens, L.M.C.

January 2005

Contains fulltext : 32331.pdf (publisher's version ) (Closed access)The purpose of...

The use of multivariate MR imaging intensities versus metabolic data from MR spectroscopic imaging for brain tumour classification.

Devos, A.
Simonetti, A.W.
Graaf, M. van der
Lukas, L.
Suykens, J.A.
Vanhamme, L.
Buydens, L.M.C.
Heerschap, A.
Huffel, S. van

January 2005

Contains fulltext : 33149.pdf (publisher's version ) (Closed access)This study inv...

The use of multivariate MR imaging intensities versus metabolic data from MR spectroscopic imaging for brain tumour classification

Devos, A.
Simonetti, A.W.
Graaf, M. van der
Lukas, L.
Suykens, J.A.
Vanhamme, L.
Buydens, L.M.C.
Heerschap, A.
Huffel, S. van

January 2005

Contains fulltext : 33148.pdf (publisher's version ) (Closed access)This study inv...

Investigation of brain tumor classification and its reliability using chemometrics on MR spectroscopy and MR imaging data

Simonetti, A.W.

January 2004

Contains fulltext : 60658.pdf (publisher's version ) (Open Access)The purpose of t...

Automated Acquisition of Brain MRSI Data

Ozhinsky, Eugene

January 2012

Magnetic Resonance Spectroscopic Imaging or MRSI is a noninvasive medical imaging modality the combi...

Effect of feature extraction for brain tumor classification based on short echo time 1H MR spectra.

Luts, J.
Poullet, J.B.
Garcia-Gomez, J.M.
Heerschap, A.
Robles, M.
Suykens, J.A.
Huffel, S. van

January 2008

Contains fulltext : 70429.pdf (publisher's version ) (Closed access)This study exa...

Feature Selection with Single-Layer Perceptrons for a multicentre 1H-MRS brain tumour database

Romero Merino, Enrique
Vellido Alcacena, Alfredo
Sopena, Josep Maria

A Feature Selection process with Single-Layer Perceptrons is shown to provide optimum discrimination...

An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation

Li, Yuqian
Liu, Xin
Wei, Feng
Sima, Diana
Van Cauter, Sofie
Himmelreich, Uwe
Pi, Yiming
Hu, Guang
Yao, Yi
Van Huffel, Sabine

January 2017

Proton Magnetic Resonance Spectroscopic Imaging (1H MRSI) has shown great potential in tumor diagnos...

Research Article Data Analysis and Tissue Type Assignment for

Glioblastoma Multiforme

August 2016

The effect of combining two echo times in automatic brain tumor classification by MRS

García-Gómez, Juan M
Tortajada, Salvador
Vidal, César
Julià -Sapé, Margalida
Luts, Jan
Moreno-Torres, Àngel
Van Huffel, Sabine
Arús, Carles
Robles Viejo, Montserrat

December 2008

[EN] H-1 MRS is becoming an accurate, non-invasive technique for initial examination of brain masses...

Tissue-type mapping of gliomas

Felix Raschke
Thomas R. Barrick
Timothy L. Jones
Guang Yang
Xujiong Ye
Franklyn A. Howe

January 2019

Purpose: To develop a statistical method of combining multimodal MRI (mMRI) of adult glial brain tum...

Development of a decision support system for diagnosis and grading of brain tumours using in vivo magnetic resonance single voxel spectra.

Tate, A.R.
Underwood, J.
Acosta, D.M.
Julia-Sape, M.
Majos, C.
Moreno-Torres, A.
Howe, F.A.
Graaf, M. van der
Lefournier, V.
Murphy, M.M.
Loosemore, A.
Ladroue, C.
Wesseling, P.
Luc Bosson, J.
Cabanas, M.E.
Simonetti, A.W.
Gajewicz, W.
Calvar, J.
Capdevila, A.
Wilkins, P.R.
Bell, B.A.
Remy, C.
Heerschap, A.
Watson, D.
Griffiths, J.R.
Arus, C.

January 2006

Contains fulltext : 50008.pdf (publisher's version ) (Closed access)A computer-bas...

Multiproject–multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy

García-Gómez, J.
Luts, J.
Julià-Sapé, M.
Krooshof, P.W.T.
Tortajada, S.
Robledo, J.
Melssen, Willem
Fuster-García, E.
Olier, I.
Postma, G.J.
Monleón, D.
Moreno-Torres, À.
Pujol, J.
Candiota, A.P.
Martínez-Bisbal, M.
Suykens, J.
Buydens, L.
Celda, B.
Huffel, S. van
Arús, C.
Robles, M.

January 2009

Contains fulltext : 75361.pdf (publisher's version ) (Open Access)14 p

MR imaging and MR spectroscopy to guide treatment selection for patients with tumours in the brain and head-neck region

Rijpkema, Mark Jacobus Petrus

January 2003

Contains fulltext : 19235_mr__imanm.pdf (publisher's version ) (Open Access)Magnet...

Combination of feature-reduced MR spectroscopic and MR imaging data for improved brain tumor classification.

Simonetti, A.W.
Melssen, W.J.
Szabo de Edelenyi, F.
Asten, J.J.A. van
Heerschap, A.
Buydens, L.M.C.

January 2005

Contains fulltext : 32332.pdf (publisher's version ) (Closed access)The purpose of...

Combination of feature-reduced MR spectroscopic and MR imaging data for improved brain tumor classification

Simonetti, A.W.
Melssen, W.J.
de Edelenyi, F.S.
Asten, J.J.A. van
Heerschap, A.
Buydens, L.M.C.

January 2005

Contains fulltext : 32331.pdf (publisher's version ) (Closed access)The purpose of...

The use of multivariate MR imaging intensities versus metabolic data from MR spectroscopic imaging for brain tumour classification.

Devos, A.
Simonetti, A.W.
Graaf, M. van der
Lukas, L.
Suykens, J.A.
Vanhamme, L.
Buydens, L.M.C.
Heerschap, A.
Huffel, S. van

January 2005

Contains fulltext : 33149.pdf (publisher's version ) (Closed access)This study inv...

The use of multivariate MR imaging intensities versus metabolic data from MR spectroscopic imaging for brain tumour classification

Devos, A.
Simonetti, A.W.
Graaf, M. van der
Lukas, L.
Suykens, J.A.
Vanhamme, L.
Buydens, L.M.C.
Heerschap, A.
Huffel, S. van

January 2005

Contains fulltext : 33148.pdf (publisher's version ) (Closed access)This study inv...

Investigation of brain tumor classification and its reliability using chemometrics on MR spectroscopy and MR imaging data

Simonetti, A.W.

January 2004

Contains fulltext : 60658.pdf (publisher's version ) (Open Access)The purpose of t...

Automated Acquisition of Brain MRSI Data

Ozhinsky, Eugene

January 2012

Magnetic Resonance Spectroscopic Imaging or MRSI is a noninvasive medical imaging modality the combi...

Effect of feature extraction for brain tumor classification based on short echo time 1H MR spectra.

Luts, J.
Poullet, J.B.
Garcia-Gomez, J.M.
Heerschap, A.
Robles, M.
Suykens, J.A.
Huffel, S. van

January 2008

Contains fulltext : 70429.pdf (publisher's version ) (Closed access)This study exa...

Feature Selection with Single-Layer Perceptrons for a multicentre 1H-MRS brain tumour database

Romero Merino, Enrique
Vellido Alcacena, Alfredo
Sopena, Josep Maria

A Feature Selection process with Single-Layer Perceptrons is shown to provide optimum discrimination...

An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation

Li, Yuqian
Liu, Xin
Wei, Feng
Sima, Diana
Van Cauter, Sofie
Himmelreich, Uwe
Pi, Yiming
Hu, Guang
Yao, Yi
Van Huffel, Sabine

January 2017

Proton Magnetic Resonance Spectroscopic Imaging (1H MRSI) has shown great potential in tumor diagnos...

Research Article Data Analysis and Tissue Type Assignment for

Glioblastoma Multiforme

August 2016

The effect of combining two echo times in automatic brain tumor classification by MRS

García-Gómez, Juan M
Tortajada, Salvador
Vidal, César
Julià -Sapé, Margalida
Luts, Jan
Moreno-Torres, Àngel
Van Huffel, Sabine
Arús, Carles
Robles Viejo, Montserrat

December 2008

[EN] H-1 MRS is becoming an accurate, non-invasive technique for initial examination of brain masses...

Tissue-type mapping of gliomas

Felix Raschke
Thomas R. Barrick
Timothy L. Jones
Guang Yang
Xujiong Ye
Franklyn A. Howe

January 2019

Purpose: To develop a statistical method of combining multimodal MRI (mMRI) of adult glial brain tum...

On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation

Abstract

Extracted data

On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation

Abstract

Extracted data

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