Detection of pseudo brain tumors via stacked LSTM neural networks using MR spectroscopy signals

Automatic Grading of Brain Tumours using LSTM Neural Networks on MR Spectroscopy Signals

(2020) Emre Dandil et al.   IET Image Processing

NKS: A Feature Extraction Method from MRS Signals Based on Artificial Immune Algorithms for Classification of Brain Tumours

(2020) Emre Dandil   IET Signal Processing

Raman and FTIR spectroscopy in determining the chemical changes in healthy brain tissues and glioblastoma tumor tissues

(2019) J. Depciuch et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

An optimal spectroscopic feature fusion strategy for MR brain tumor classification using Fisher Criteria and Parameter-Free BAT optimization algorithm

(2018) Taranjit Kaur et al.   Biocybernetics and Biomedical Engineering

An Up to Date Review of Pseudotumor Cerebri Syndrome

(2018) John Glenn Burkett et al.   Current Neurology and Neuroscience Reports

Pros and cons of ultra-high-field MRI/MRS for human application

(2018) Mark E. Ladd et al.   PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY

Magnetic Resonance Imaging‐Based Screening for Asymptomatic Brain Tumors: A Review

(2018) Alfred I. Neugut et al.   ONCOLOGIST

Improving the utility of 1H-MRS for the differentiation of glioma recurrence from radiation necrosis

(2017) Ian D. Crain et al.   JOURNAL OF NEURO-ONCOLOGY

End-to-End Online Writer Identification With Recurrent Neural Network

(2017) Xu-Yao Zhang et al.   IEEE Transactions on Human-Machine Systems

Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-years for 32 Cancer Groups, 1990 to 2015

(2017) et al.   JAMA Oncology

The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary

(2016) David N. Louis et al.   ACTA NEUROPATHOLOGICA

Discrete Wavelet Transform-Based Whole-Spectral and Subspectral Analysis for Improved Brain Tumor Clustering Using Single Voxel MR Spectroscopy

(2015) Guang Yang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automated classification of brain tumours from short echo time in vivo MRS data using Gaussian Decomposition and Bayesian Neural Networks

(2014) Carlos Arizmendi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multidimensional Texture Characterization: On Analysis for Brain Tumor Tissues Using MRS and MRI

(2014) Deepa Subramaniam Nachimuthu et al.   JOURNAL OF DIGITAL IMAGING

Manifold Learning in MR spectroscopy using nonlinear dimensionality reduction and unsupervised clustering

(2014) Guang Yang et al.   MAGNETIC RESONANCE IN MEDICINE

Automated differentiation of glioblastomas from intracranial metastases using 3T MR spectroscopic and perfusion data

(2013) Evangelia Tsolaki et al.   International Journal of Computer Assisted Radiology and Surgery

Potential of MR spectroscopy for assessment of glioma grading

(2012) Martin Bulik et al.   CLINICAL NEUROLOGY AND NEUROSURGERY

Accurate classification of childhood brain tumours by in vivo 1H MRS – A multi-centre study

(2012) Javier Vicente et al.   EUROPEAN JOURNAL OF CANCER

Quantitative combination of volumetric MR imaging and MR spectroscopy data for the discrimination of meningiomas from metastatic brain tumors by means of pattern recognition

(2011) Pantelis Georgiadis et al.   MAGNETIC RESONANCE IMAGING

Classification of brain tumor extracts by high resolution ¹H MRS using partial least squares discriminant analysis

(2010) A.V. Faria et al.   BRAZILIAN JOURNAL OF MEDICAL AND BIOLOGICAL RESEARCH

Imaging of Brain Tumors: MR Spectroscopy and Metabolic Imaging

(2010) Alena Horská et al.   NEUROIMAGING CLINICS OF NORTH AMERICA

In vivo magnetic resonance spectroscopy: basic methodology and clinical applications

(2009) Marinette van der Graaf   EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS

Short echo time MR spectroscopy of brain tumors: Grading of cerebral gliomas by correlation analysis of normalized spectral amplitudes

(2009) Jan Weis et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Proton MR Spectroscopy Improves Discrimination between Tumor and Pseudotumoral Lesion in Solid Brain Masses

(2008) C. Majós et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Magnetic resonance spectroscopy of the brain: review of metabolites and clinical applications

(2008) D.P. Soares et al.   CLINICAL RADIOLOGY

1H MR spectroscopy of human brain tumours: a practical approach

(2008) Virginie Callot et al.   EUROPEAN JOURNAL OF RADIOLOGY

Multiclass least-squares support vector machines for analog modulation classification

(2008) Abdulkadir Sengur   EXPERT SYSTEMS WITH APPLICATIONS

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

(2008) Juan M. García-Gómez et al.   MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

Can Proton MR Spectroscopic and Perfusion Imaging Differentiate Between Neoplastic and Nonneoplastic Brain Lesions in Adults?

(2007) R. Hourani et al.   AMERICAN JOURNAL OF NEURORADIOLOGY