Abstract
Keywords
Brain Cluster Analysis Algorithms Magnetic Resonance Imaging مغز تحلیل خوشهای الگوریتمها تصویربرداری از طریق تشدید مغناطیسی
References
-
1.
Selvy P, Palanisamy V, Purusothaman T. Performance analysis of clustering algorithms in brain tumor detection of MR images. Eur J Sci Res 2011; 62: 321-330.
-
2.
Saha M, Panda C. A review on various image segmentation techniques for brain tumor detection. Int Confer Electron Commun Aerospace Technol 2018.
-
3.
Mayer AR, Bellgowan PS, Hanlon FM. Functional magnetic resonance imaging of mild traumatic brain injury. Neurosci Biobehav Rev 2015; 49: 8-18.
-
4.
Anuradha R, Sushila R, Pranav M. Performance analysis of K-means and CLARANS clustering algorithm. Int J Manag Technol Engin 2018; 8: 374-378.
-
5.
Filler A. The history, development and impact of computed imaging in neurological diagnosis and neurosurgery: CT, MRI, and DTI. Int J Neurosurg 2010; 7: 5-35.
-
6.
Lindquist M. The statistical analysis of fMRI data. Stat Sci 2008; 23: 439-464.
-
7.
Kantardzic M. Data mining: concepts, models, methods, and algorithms. John Wiley Sons 2011.
-
8.
Zhang T, Ramakrishnan R, Livny M. BIRCH: an efficient data clustering method for very large databases. ACM Sigmod Record 1996.
-
9.
Madan S, Dana KJ. Modified balanced iterative reducing and clustering using hierarchies (m-BIRCH) for visual clustering. Pattern Anal Appl 2016; 19: 1023-1040.
-
10.
www.nitrc.org. last visit: 15 May 2019.
-
11.
Windischberger C, Barth M, Lamm C, Schroeder L, Bauer H, Gur RC, Moser E. Fuzzy cluster analysis of high-field functional MRI data. Artif Intell Med 2003; 29: 203-223.
-
12.
Heller R, Stanley D, Yekutieli D, Benjamini Y. Cluster-based analysis of FMRI data. NeuroImage 2006; 33: 599-608.
-
13.
Bednarik L, Kovacs L. Efficiency analysis of quality threshold clustering algorithms. Produc Syst Inform Engin 2013; 6: 15-26.
-
14.
Woo CW, Krishnan A, Wager TD. Cluster-extent based thresholding in fMRI analyses: pitfalls and recommendations. Neuroimage 2014; 91: 412-419.
-
15.
Borumandnia N, Alavi Majd H, Zayeri F, Baghestani A R, Faeghi F, Tabatabaei SM. Bayesian spatiotemporal model for detecting of active areas in brain for analyzing of fMRI data. Koomesh 2017; 19: 845-851. (Persian).
-
16.
zolghadr Z, Alavi Majd H, Faeghi F, Niaghi F, Hajizadeh N. Classification of brain stem glioma tumor grade based on MRI findings using support vector machine. Koomesh 2017; 19: 584-590. (Persian).##.