Processing Magnetic Resonance Image Features with One-class Support Vector Machines

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies ◽

10.5220/0005776001110117 ◽

2016 ◽

Author(s):

Ilaria Gori ◽

Alessia Giuliano ◽

Piernicola Oliva ◽

Michela Tosetti ◽

Filippo Muratori ◽

...

Keyword(s):

Support Vector Machines ◽

Magnetic Resonance ◽

Magnetic Resonance Image ◽

Image Features ◽

Support Vector ◽

Vector Machines

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Support Vector Machines (SVM) classification of prostate cancer Gleason score in central gland using multiparametric magnetic resonance images: A cross-validated study

European Journal of Radiology ◽

10.1016/j.ejrad.2017.11.001 ◽

2018 ◽

Vol 98 ◽

pp. 61-67 ◽

Cited By ~ 21

Author(s):

Jiance Li ◽

Zhiliang Weng ◽

Huazhi Xu ◽

Zhao Zhang ◽

Haiwei Miao ◽

...

Keyword(s):

Prostate Cancer ◽

Support Vector Machines ◽

Magnetic Resonance ◽

Gleason Score ◽

Magnetic Resonance Images ◽

Support Vector ◽

Svm Classification ◽

Vector Machines ◽

Central Gland

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Classification of Dynamic Contrast-Enhanced Magnetic Resonance Breast Lesions by Support Vector Machines

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2008.916959 ◽

2008 ◽

Vol 27 (5) ◽

pp. 688-696 ◽

Cited By ~ 64

Author(s):

J. Levman ◽

T. Leung ◽

P. Causer ◽

D. Plewes ◽

A.L. Martel

Keyword(s):

Support Vector Machines ◽

Magnetic Resonance ◽

Support Vector ◽

Breast Lesions ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced ◽

Vector Machines

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APPLICATION OF SUPPORT VECTOR MACHINES IN CLASSIFICATION OF MAGNETIC RESONANCE IMAGES

International Journal of Computers and Applications ◽

10.2316/journal.202.2006.2.202-1526 ◽

2006 ◽

Vol 28 (2) ◽

Cited By ~ 6

Author(s):

X. Zhang ◽

X.L. Xiao ◽

J.W. Tian ◽

J. Liu ◽

G.Y. Xu

Keyword(s):

Support Vector Machines ◽

Magnetic Resonance ◽

Magnetic Resonance Images ◽

Support Vector ◽

Vector Machines

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Detection of Basal Nuclei on Magnetic Resonance Images using Support Vector Machines

IFMBE Proceedings - 4th European Conference of the International Federation for Medical and Biological Engineering ◽

10.1007/978-3-540-89208-3_99 ◽

2009 ◽

pp. 421-424 ◽

Cited By ~ 1

Author(s):

Ricardo Villegas ◽

A. Bosnjak ◽

R. Chumbimuni ◽

E. Flores ◽

C. López ◽

...

Keyword(s):

Support Vector Machines ◽

Magnetic Resonance ◽

Magnetic Resonance Images ◽

Support Vector ◽

Basal Nuclei ◽

Vector Machines

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Evaluation and classification of AD in magnetic resonance images on hippocampus region using support vector machines

2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI) ◽

10.1109/icpcsi.2017.8391821 ◽

2017 ◽

Author(s):

R. Viswanathan ◽

K. Perumal

Keyword(s):

Support Vector Machines ◽

Magnetic Resonance ◽

Magnetic Resonance Images ◽

Support Vector ◽

Vector Machines

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Malware classification using compact image features and multiclass support vector machines

IET Information Security ◽

10.1049/iet-ifs.2019.0189 ◽

2020 ◽

Vol 14 (4) ◽

pp. 419-429 ◽

Cited By ~ 2

Author(s):

Lahouari Ghouti ◽

Muhammad Imam

Keyword(s):

Support Vector Machines ◽

Image Features ◽

Support Vector ◽

Malware Classification ◽

Vector Machines ◽

Multiclass Support Vector Machines

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Support Vector Machines, Multidimensional Scaling and Magnetic Resonance Imaging Reveal Structural Brain Abnormalities Associated With the Interaction Between Autism Spectrum Disorder and Sex

Frontiers in Computational Neuroscience ◽

10.3389/fncom.2018.00093 ◽

2018 ◽

Vol 12 ◽

Cited By ~ 3

Author(s):

Andrei Irimia ◽

Xiaoyu Lei ◽

Carinna M. Torgerson ◽

Zachary J. Jacokes ◽

Sumiko Abe ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Autism Spectrum Disorder ◽

Support Vector Machines ◽

Magnetic Resonance ◽

Multidimensional Scaling ◽

Autism Spectrum ◽

Support Vector ◽

Resonance Imaging ◽

Vector Machines ◽

Structural Brain

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Application of Support Vector Machines in Classification of Magnetic Resonance Images

International Journal of Computers and Applications ◽

10.1080/1206212x.2006.11441795 ◽

2006 ◽

Vol 28 (2) ◽

pp. 122-128 ◽

Cited By ~ 2

Author(s):

X. Zhang ◽

X.L. Xiao ◽

J.W. Tian ◽

J. Liu, ◽

G.Y. Xu

Keyword(s):

Support Vector Machines ◽

Magnetic Resonance ◽

Magnetic Resonance Images ◽

Support Vector ◽

Vector Machines

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MCs Detection with Combined Image Features and Twin Support Vector Machines

Journal of Computers ◽

10.4304/jcp.4.3.215-221 ◽

2009 ◽

Vol 4 (3) ◽

Cited By ~ 10

Author(s):

Xinsheng Zhang ◽

Xinbo Gao ◽

Ying Wang

Keyword(s):

Support Vector Machines ◽

Image Features ◽

Support Vector ◽

Twin Support Vector Machines ◽

Vector Machines

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Segmentation of Magnetic Resonance Brain Tissues Image Based on Support Vector Machines and Level Set Method

2009 Chinese Conference on Pattern Recognition ◽

10.1109/ccpr.2009.5344036 ◽

2009 ◽

Cited By ~ 1

Author(s):

Han Liu ◽

Ke Wang ◽

Ding Liu

Keyword(s):

Support Vector Machines ◽

Magnetic Resonance ◽

Level Set Method ◽

Level Set ◽

Support Vector ◽

Vector Machines ◽

Brain Tissues

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