Feature Extraction and Classification of Breast Tumors Using Chaos and Fractal Analysis on Dynamic Magnetic Resonance Imaging

Mahyar Nirouei; Majid Pouladian; Parviz Abdolmaleki; Shahram Akhlaghpour

doi:10.5812/ircmj.41336

Feature Extraction and Classification of Breast Tumors Using Chaos and Fractal Analysis on Dynamic Magnetic Resonance Imaging

Iranian Red Crescent Medical Journal ◽

10.5812/ircmj.41336 ◽

2016 ◽

Vol 19 (3) ◽

Author(s):

Mahyar Nirouei ◽

Majid Pouladian ◽

Parviz Abdolmaleki ◽

Shahram Akhlaghpour

Keyword(s):

Magnetic Resonance Imaging ◽

Feature Extraction ◽

Magnetic Resonance ◽

Fractal Analysis ◽

Breast Tumors ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Dynamic Magnetic Resonance

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Corrigendum to ‘Feature extraction and classification of breast cancer on dynamic magnetic resonance imaging using artificial neural network’ [Cancer Letters 171 (2001) 183–191]

Cancer Letters ◽

10.1016/j.canlet.2003.10.014 ◽

2004 ◽

Vol 206 (1) ◽

pp. 115

Author(s):

Parviz Abdolmaleki ◽

Lawrence Danso Buadu ◽

Hossein Naderimansh

Keyword(s):

Breast Cancer ◽

Neural Network ◽

Magnetic Resonance Imaging ◽

Artificial Neural Network ◽

Feature Extraction ◽

Magnetic Resonance ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Dynamic Magnetic Resonance

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Feature extraction and classification of breast cancer on dynamic magnetic resonance imaging using artificial neural network

Cancer Letters ◽

10.1016/s0304-3835(01)00508-0 ◽

2001 ◽

Vol 171 (2) ◽

pp. 183-191 ◽

Cited By ~ 35

Author(s):

Parviz Abdolmaleki ◽

Lawrence Danso Buadu ◽

Hossein Naderimansh

Keyword(s):

Breast Cancer ◽

Neural Network ◽

Magnetic Resonance Imaging ◽

Artificial Neural Network ◽

Feature Extraction ◽

Magnetic Resonance ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Dynamic Magnetic Resonance

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Feature Selection and Classification of Breast Cancer on Dynamic Magnetic Resonance Imaging Using ANN and SVM

American Journal of Biomedical Engineering ◽

10.5923/j.ajbe.20110101.04 ◽

2012 ◽

Vol 1 (1) ◽

pp. 20-25 ◽

Cited By ~ 5

Author(s):

F. Keyvanfard ◽

M. A. Shoorehdeli ◽

M. Teshnehlab

Keyword(s):

Breast Cancer ◽

Magnetic Resonance Imaging ◽

Feature Selection ◽

Magnetic Resonance ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Dynamic Magnetic Resonance

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Evaluation of the reproducibility of a protocol for the pharmacokinetic study of breast tumors by dynamic magnetic resonance imaging

Radiología (English Edition) ◽

10.1016/j.rxeng.2013.01.001 ◽

2015 ◽

Vol 57 (1) ◽

pp. 44-49

Author(s):

J. Etxano ◽

A. García-Lallana Valbuena ◽

I. Antón Ibáñez ◽

A. Elizalde ◽

L. Pina ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Pharmacokinetic Study ◽

Breast Tumors ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Dynamic Magnetic Resonance

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Differentiation of Spontaneous Canine Breast Tumors Using Dynamic Magnetic Resonance Imaging with 24-Gadolinium-DTPA-Cascade-Polymer, A New Blood-Pool Agent

Investigative Radiology ◽

10.1097/00004424-199605000-00004 ◽

1996 ◽

Vol 31 (5) ◽

pp. 267-274 ◽

Cited By ~ 30

Author(s):

GERHARD ADAM ◽

ANDREAS MÜHLER ◽

ELMAR SPÜNTRUP ◽

JOERG M. NEUERBURG ◽

MARKUS KILBINGER ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Breast Tumors ◽

Blood Pool ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Blood Pool Agent ◽

Gadolinium Dtpa ◽

Dynamic Magnetic Resonance

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Classification of Small Contrast Enhancing Breast Lesions in Dynamic Magnetic Resonance Imaging Using a Combination of Morphological Criteria and Dynamic Analysis Based on Unsupervised Vector-Quantization

Investigative Radiology ◽

10.1097/rli.0b013e3181559932 ◽

2008 ◽

Vol 43 (1) ◽

pp. 56-64 ◽

Cited By ~ 36

Author(s):

Thomas Schlossbauer ◽

Gerda Leinsinger ◽

Axel Wismuller ◽

Oliver Lange ◽

Michael Scherr ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Dynamic Analysis ◽

Vector Quantization ◽

Dynamic Magnetic Resonance Imaging ◽

Breast Lesions ◽

Resonance Imaging ◽

Dynamic Magnetic Resonance ◽

Morphological Criteria

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Feature selection and classification of breast cancer on dynamic Magnetic Resonance Imaging by using artificial neural networks

2010 17th Iranian Conference of Biomedical Engineering (ICBME) ◽

10.1109/icbme.2010.5704942 ◽

2010 ◽

Cited By ~ 5

Author(s):

Farzaneh Keivanfard ◽

Mohammad Teshnehlab ◽

Mahdi Aliyari Shoorehdeli ◽

Ke Nie ◽

Min-Ying Su

Keyword(s):

Breast Cancer ◽

Magnetic Resonance Imaging ◽

Neural Networks ◽

Feature Selection ◽

Artificial Neural Networks ◽

Magnetic Resonance ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Dynamic Magnetic Resonance

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Evaluation of Passive Motion around Pharyngeal Structures during Pharyngeal Swallowing Using Dynamic Magnetic Resonance Imaging

Nihon Kikan Shokudoka Gakkai Kaiho ◽

10.2468/jbes.66.391 ◽

2015 ◽

Vol 66 (6) ◽

pp. 391-399

Author(s):

Masahiro Haraguchi

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Passive Motion ◽

Dynamic Magnetic Resonance ◽

Pharyngeal Swallowing

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Effect of hepatobiliary uptake of Gd-EOB-DTPA on the hepatic venous phase of dynamic magnetic resonance imaging on a 3.0-T apparatus: comparison between Gd-EOB-DTPA and Gd-DTPA

Japanese Journal of Radiology ◽

10.1007/s11604-011-0615-5 ◽

2011 ◽

Vol 29 (10) ◽

pp. 695-700 ◽

Cited By ~ 8

Author(s):

Yasunari Fujinaga ◽

Ayumi Ohya ◽

Tsuyoshi Matsushita ◽

Masahiro Kurozumi ◽

Kazuhiko Ueda ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Dynamic Magnetic Resonance ◽

Venous Phase ◽

3.0 T

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The use of dynamic magnetic resonance imaging to evaluate orthotopic continent urinary diversion

Urology ◽

10.1016/s0090-4295(99)80102-2 ◽

1995 ◽

Vol 45 (5) ◽

pp. 886-892 ◽

Cited By ~ 8

Author(s):

Clare M.C. Tempany ◽

Frederick A. Masoudi ◽

Fray F. Marshall

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Urinary Diversion ◽

Dynamic Magnetic Resonance Imaging ◽

Continent Urinary Diversion ◽

Resonance Imaging ◽

Dynamic Magnetic Resonance

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