标题
Resting state fMRI feature-based cerebral glioma grading by support vector machine
作者
关键词
RS-fMRI, Tumor grade, Classification, Support vector machine
出版物
International Journal of Computer Assisted Radiology and Surgery
Volume 10, Issue 7, Pages 1167-1174
出版商
Springer Nature
发表日期
2014-09-18
DOI
10.1007/s11548-014-1111-z
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Classification methods for the differentiation of atypical meningiomas using diffusion and perfusion techniques at 3-T MRI
- (2013) Patricia Svolos et al. CLINICAL IMAGING
- Investigating brain tumor differentiation with diffusion and perfusion metrics at 3T MRI using pattern recognition techniques
- (2013) Patricia Svolos et al. MAGNETIC RESONANCE IMAGING
- 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
- Resting-State fMRI: A Review of Methods and Clinical Applications
- (2012) M.H. Lee et al. AMERICAN JOURNAL OF NEURORADIOLOGY
- Diffusion Tensor Imaging Provides an Insight Into the Microstructure of Meningiomas, High-Grade Gliomas, and Peritumoral Edema
- (2012) Frank E. De Belder et al. JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY
- Modifications of Default-Mode Network Connectivity in Patients with Cerebral Glioma
- (2012) Roberto Esposito et al. PLoS One
- Aberrant intrinsic brain activity and cognitive deficit in first-episode treatment-naive patients with schizophrenia
- (2012) Z. He et al. PSYCHOLOGICAL MEDICINE
- Differentiation of glioblastoma multiforme from metastatic brain tumor using proton magnetic resonance spectroscopy, diffusion and perfusion metrics at 3 T
- (2012) Ioannis Tsougos et al. CANCER IMAGING
- Brain lesion classification using 3T MRS spectra and paired SVM kernels
- (2011) Ioannis Dimou et al. Biomedical Signal Processing and Control
- MR diffusion tensor and perfusion-weighted imaging in preoperative grading of supratentorial nonenhancing gliomas
- (2011) X. Liu et al. NEURO-ONCOLOGY
- REST: A Toolkit for Resting-State Functional Magnetic Resonance Imaging Data Processing
- (2011) Xiao-Wei Song et al. PLoS One
- Investigating machine learning techniques for MRI-based classification of brain neoplasms
- (2011) Evangelia I. Zacharaki et al. International Journal of Computer Assisted Radiology and Surgery
- Differential diagnosis of intracranial ring enhancing cystic mass lesions—Role of diffusion-weighted imaging (DWI) and diffusion-tensor imaging (DTI)
- (2010) Werner Reiche et al. CLINICAL NEUROLOGY AND NEUROSURGERY
- Functional mapping–guided resection of low-grade gliomas in eloquent areas of the brain: improvement of long-term survival
- (2010) Edward F. Chang et al. JOURNAL OF NEUROSURGERY
- Disease and the brain's dark energy
- (2010) Dongyang Zhang et al. Nature Reviews Neurology
- Impaired fMRI activation in patients with primary brain tumors
- (2010) Zhen Jiang et al. NEUROIMAGE
- Toward discovery science of human brain function
- (2010) B. B. Biswal et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- The Resting Brain: Unconstrained yet Reliable
- (2009) Zarrar Shehzad et al. CEREBRAL CORTEX
- Diffusion tensor tractography detection of functional pathway for the spread of epileptiform activity between temporal lobe and Rolandic region
- (2009) Ratan D. Bhardwaj et al. CHILDS NERVOUS SYSTEM
- Disturbed Beta Band Functional Connectivity in Patients With Mild Cognitive Impairment: An MEG Study
- (2009) C. Gomez et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme
- (2009) Evangelia I. Zacharaki et al. MAGNETIC RESONANCE IN MEDICINE
- Regional homogeneity changes in patients with Parkinson's disease
- (2008) Tao Wu et al. HUMAN BRAIN MAPPING
- An improved approach to detection of amplitude of low-frequency fluctuation (ALFF) for resting-state fMRI: Fractional ALFF
- (2008) Qi-Hong Zou et al. JOURNAL OF NEUROSCIENCE METHODS
- Default mode network as revealed with multiple methods for resting-state functional MRI analysis
- (2008) Xiang-Yu Long et al. JOURNAL OF NEUROSCIENCE METHODS
- Predictive modeling in glioma grading from MR perfusion images using support vector machines
- (2008) Kyrre E. Emblem et al. MAGNETIC RESONANCE IN MEDICINE
- Effect of Age and Tumor Grade on BOLD Functional MR Imaging in Preoperative Assessment of Patients with Glioma
- (2008) Connie M. Chen et al. RADIOLOGY
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