Multivariate methods for interpretable analysis of magnetic resonance spectroscopy data in brain tumour diagnosis
A Vilamala Muñoz - 2015 - upcommons.upc.edu
… Magnetic Resonance Spectroscopy, which is the focus of this thesis, and its use as a diagnostic
… The chapter ends with a review of this data output that will be the basis of the analyses …
… The chapter ends with a review of this data output that will be the basis of the analyses …
[PDF][PDF] Multivariate methods for interpretable analysis of magnetic resonance spectroscopy data in brain tumour diagnosis
A Vilamala Muñoz - 2016 - core.ac.uk
… Magnetic Resonance Spectroscopy, which is the focus of this thesis, and its use as a diagnostic
… The chapter ends with a review of this data output that will be the basis of the analyses …
… The chapter ends with a review of this data output that will be the basis of the analyses …
Brain tumor classification using magnetic resonance spectroscopy
JM García-Gómez - … the Central Nervous system, Volume 3: Brain Tumors …, 2011 - Springer
… method for studying the variability in multivariate data.… represents the structure of the data in
an interpretable way. In the … -MR spectra of histopathologically diagnosed brain tumor cases …
an interpretable way. In the … -MR spectra of histopathologically diagnosed brain tumor cases …
Classification of brain tumours by pattern recognition of magnetic resonance imaging and spectroscopic data
AK Devos, S van Huffel, AW Simonetti… - … Prediction in Cancer, 2007 - Elsevier
… Magnetic Resonance Spectroscopy provides chemical … visualization of the multidimensional
data and it can be used for … to present fused data in a highly interpretable and objective way…
data and it can be used for … to present fused data in a highly interpretable and objective way…
Machine learning assisted intraoperative assessment of brain tumor margins using HRMAS NMR spectroscopy
D Cakmakci, EO Karakaslar, E Ruhland… - PLoS Computational …, 2020 - journals.plos.org
… cavity using Nuclear Magnetic Resonance technology which … The histopathological
classification of primary brain tumors is… approach is efficient, accurate and interpretable. It can …
classification of primary brain tumors is… approach is efficient, accurate and interpretable. It can …
[PDF][PDF] Investigation of brain tumor classification and its reliability using chemometrics on MR spectroscopy and MR imaging data
AW Simonetti - 2004 - repository.ubn.ru.nl
… magnetic resonance spectroscopic images of brain tumors: … is to develop novel multivariate
segmentation techniques that … be easily interpretable in the space of the original variables. …
segmentation techniques that … be easily interpretable in the space of the original variables. …
[PDF][PDF] A Survey on Visualizing Magnetic Resonance Spectroscopy Data.
… quality parameters in order to be clinically interpretable [ÖAB … FDG-PET and MRSI data from
pediatric brain tumours [HSSP … applications on visualizing multivariate data was achieved. …
pediatric brain tumours [HSSP … applications on visualizing multivariate data was achieved. …
[PDF][PDF] CLASSIFICATION OF BRAIN TUMORS BASED ON MAGNETIC RESONANCE SPECTROSCOPY
L Jan - 2010 - lirias.kuleuven.be
… analysis of the acquired data are required. This thesis focuses on the application of MRI,
MRS and MRSI for the diagnosis of brain tumors. … output, that is immediately interpretable in a …
MRS and MRSI for the diagnosis of brain tumors. … output, that is immediately interpretable in a …
Identifying malignant transformations in recurrent low grade gliomas using high resolution magic angle spinning spectroscopy
A Constantin, A Elkhaled, L Jalbert, R Srinivasan… - Artificial intelligence in …, 2012 - Elsevier
… effects for patients with brain tumors. High resolution magic … acquisition of in vivo magnetic
resonance spectroscopy (MRS)… with parsimonious and interpretable sets of features. The …
resonance spectroscopy (MRS)… with parsimonious and interpretable sets of features. The …
Characterisation of paediatric brain tumours by their MRS metabolite profiles
… 1 H-magnetic resonance spectroscopy (MRS) has the … The most commonly used multivariate
techniques include … Applying these measures should enable clinically interpretable MRS to …
techniques include … Applying these measures should enable clinically interpretable MRS to …