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List of works by Diana M Sima

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

scientific article

Automatic Quantification of Computed Tomography Features in Acute Traumatic Brain Injury.

scientific article published in February 2019

Classifying Glioblastoma Multiforme Follow-Up Progressive vs. Responsive Forms Using Multi-Parametric MRI Features.

scientific article published on January 2016

Comparison of unsupervised classification methods for brain tumor segmentation using multi-parametric MRI.

scientific article

Corrections to "Unsupervised Nosologic Imaging for Glioma Diagnosis".

scientific article

Different quantification algorithms may lead to different results: a comparison using proton MRS lipid signals

scientific article published on 3 February 2014

Evaluation of methods for volumetric analysis of pediatric brain data: The childmetrix pipeline versus adult-based approaches.

scientific article published on 23 May 2018

Ex vivo high resolution magic angle spinning metabolic profiles describe intratumoral histopathological tissue properties in adult human gliomas ⬇️

scientific article published on October 6, 2010

Hierarchical non-negative matrix factorization applied to three-dimensional 3 T MRSI data for automatic tissue characterization of the prostate

scientific article

High-resolution metabolic mapping of gliomas via patch-based super-resolution magnetic resonance spectroscopic imaging at 7T

scientific article published on 14 February 2019

Integrating diffusion kurtosis imaging, dynamic susceptibility-weighted contrast-enhanced MRI, and short echo time chemical shift imaging for grading gliomas

scientific article

Investigation of adipose tissues in Zucker rats using in vivo and ex vivo magnetic resonance spectroscopy ⬇️

scientific article published on November 22, 2010

Longitudinal multiple sclerosis lesion segmentation: Resource and challenge.

scientific article published on 10 January 2017

Machine Learning Approach for Classifying Multiple Sclerosis Courses by Combining Clinical Data with Lesion Loads and Magnetic Resonance Metabolic Features.

scientific article

Model order selection for quantification of a multi-exponential magnetic resonance spectrum.

scientific article published in January 2006

Motor cortex metabolite alterations in amyotrophic lateral sclerosis assessed in vivo using edited and non-edited magnetic resonance spectroscopy

scientific article published on 16 April 2019

Non-invasive assessment of disease progression and neuroprotective effects of dietary coconut oil supplementation in the ALS SOD1 mouse model: A H-magnetic resonance spectroscopic study

scientific article published on 19 September 2018

Non-negative blind source separation techniques for tumor tissue typing using HR-MAS signals

scientific article published on January 1, 2010

Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas

scientific article published on 14 July 2016

Patch-Based Super-Resolution of MR Spectroscopic Images: Application to Multiple Sclerosis.

scientific article published on 31 January 2017

Reliable measurements of brain atrophy in individual patients with multiple sclerosis.

scientific article

Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization

scientific article

Sensorimotor cortex neurometabolite levels as correlate of motor performance in normal aging: evidence from a 1H-MRS study

scientific article published on 23 July 2019

Tensor based tumor tissue type differentiation using magnetic resonance spectroscopic imaging.

scientific article published on August 2015

Tensor-Based Method for Residual Water Suppression in 1H Magnetic Resonance Spectroscopic Imaging

scientific article published on 05 July 2018

The successive projection algorithm as an initialization method for brain tumor segmentation using non-negative matrix factorization

scientific article published on 28 August 2017

Tumour Relapse Prediction Using Multiparametric MR Data Recorded during Follow-Up of GBM Patients.

scientific article

Two Time Point MS Lesion Segmentation in Brain MRI: An Expectation-Maximization Framework.

scientific article published on 19 December 2016

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