Classification of Magnetic Resonance Brain Images Using Local Binary Pattern as Input to Minimal Complexity Machine

Advances in Intelligent Systems and Computing - Computing, Communication and Signal Processing ◽

10.1007/978-981-13-1513-8_90 ◽

2018 ◽

pp. 883-893

Author(s):

Heena Hooda ◽

Om Prakash Verma

Keyword(s):

Magnetic Resonance ◽

Local Binary Pattern ◽

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An Automatic Classification of Magnetic Resonance Brain Images Using Machine Learning Techniques

Lecture Notes in Electrical Engineering - Proceedings of the 2nd International Conference on Communication, Devices and Computing ◽

10.1007/978-981-15-0829-5_45 ◽

2019 ◽

pp. 463-472

Author(s):

R. Murugan

Keyword(s):

Machine Learning ◽

Magnetic Resonance ◽

Automatic Classification ◽

Machine Learning Techniques ◽

Brain Images ◽

Learning Techniques

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Classification of Magnetic Resonance brain images by using weighted radial basis function kernels

2011 International Conference on Electrical and Control Engineering ◽

10.1109/iceceng.2011.6058066 ◽

2011 ◽

Author(s):

Ching-Tsorng Tsai ◽

Hsian Min Chen ◽

Jyh-Wen Chai ◽

Clayton Chi-Chang Chen ◽

Chein-I Chang

Keyword(s):

Magnetic Resonance ◽

Radial Basis Function ◽

Basis Function ◽

Brain Images ◽

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Classification of 3D magnetic resonance brain images using texture measures from orthogonal planes

International Journal of Digital Signals and Smart Systems ◽

10.1504/ijdsss.2018.10018417 ◽

2018 ◽

Vol 2 (3) ◽

pp. 225

Author(s):

Samah Yahia ◽

Mohamed Naceur Abdelkrim ◽

Yassine Ben Salem

Keyword(s):

Magnetic Resonance ◽

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Classification of tumor based on magnetic resonance (MR) brain images using wavelet energy feature and neuro-fuzzy model

Journal of Physics Conference Series ◽

10.1088/1742-6596/974/1/012027 ◽

2018 ◽

Vol 974 ◽

pp. 012027 ◽

Author(s):

A Damayanti ◽

I Werdiningsih

Keyword(s):

Magnetic Resonance ◽

Fuzzy Model ◽

Brain Images ◽

Wavelet Energy ◽

Neuro Fuzzy ◽

Energy Feature ◽

Mr Brain Images ◽

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Classification of magnetic resonance (MR) brain images using energy coefficient and neural network

Applied Mathematical Sciences ◽

10.12988/ams.2014.310606 ◽

2014 ◽

Vol 8 ◽

pp. 517-524

Author(s):

Auli Damayanti ◽

Indah Werdiningsih

Keyword(s):

Neural Network ◽

Magnetic Resonance ◽

Brain Images ◽

Energy Coefficient ◽

Mr Brain Images ◽

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Classification of magnetic resonance brain images using bi-dimensional empirical mode decomposition and autoregressive model

Biomedical Engineering Letters ◽

10.1007/s13534-015-0208-9 ◽

2015 ◽

Vol 5 (4) ◽

pp. 311-320 ◽

Author(s):

Omkishor Sahu ◽

Vijay Anand ◽

Vivek Kanhangad ◽

Ram Bilas Pachori

Keyword(s):

Magnetic Resonance ◽

Empirical Mode Decomposition ◽

Autoregressive Model ◽

Brain Images ◽

Mode Decomposition

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Topology-Preserving Tissue Classification of Magnetic Resonance Brain Images

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2007.893283 ◽

2007 ◽

Vol 26 (4) ◽

pp. 487-496 ◽

Author(s):

Pierre-Louis Bazin ◽

Dzung L. Pham

Keyword(s):

Magnetic Resonance ◽

Tissue Classification ◽

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A novel scheme for feature extraction and classification of magnetic resonance brain images based on Slantlet Transform and Support Vector Machine

2008 SICE Annual Conference ◽

10.1109/sice.2008.4654828 ◽

2008 ◽

Author(s):

Madhubanti Maitra ◽

Amitava Chatterjee ◽

Fumitoshi Matsuno

Keyword(s):

Support Vector Machine ◽

Feature Extraction ◽

Magnetic Resonance ◽

Support Vector ◽

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First and Second Order Statistics Features for Classification of Magnetic Resonance Brain Images

Journal of Signal and Information Processing ◽

10.4236/jsip.2012.32019 ◽

2012 ◽

Vol 03 (02) ◽

pp. 146-153 ◽

Author(s):

Namita Aggarwal ◽

R. K. Agrawal

Keyword(s):

Magnetic Resonance ◽

Order Statistics ◽

Second Order ◽

Brain Images ◽

Second Order Statistics

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Automated classification of magnetic resonance brain images using Wavelet Genetic Algorithm and Support Vector Machine

9th IEEE International Conference on Cognitive Informatics (ICCI'10) ◽

10.1109/coginf.2010.5599712 ◽

2010 ◽

Author(s):

Ahmed Kharrat ◽

Mohamed Ben Messaoud ◽

Mohamed Abid ◽

Karim Gasmi ◽

Nacera Benamrane

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Magnetic Resonance ◽

Support Vector ◽

Automated Classification ◽

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