Investigations on Impact of Feature Normalization Techniques on Classifier&apos;s Performance in Breast Tumor Classification

Bikesh KumarSingh; Kesari Verma; A. S. Thoke

doi:10.5120/20443-2793

Investigations on Impact of Feature Normalization Techniques on Classifier's Performance in Breast Tumor Classification

International Journal of Computer Applications ◽

10.5120/20443-2793 ◽

2015 ◽

Vol 116 (19) ◽

pp. 11-15 ◽

Cited By ~ 16

Author(s):

Bikesh KumarSingh ◽

Kesari Verma ◽

A. S. Thoke

Keyword(s):

Breast Tumor ◽

Tumor Classification ◽

Feature Normalization ◽

Breast Tumor Classification

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Convolutional Neural Networks for Breast Tumor Classification using Structured Features

2021 International Conference of Women in Data Science at Taif University (WiDSTaif ) ◽

10.1109/widstaif52235.2021.9430225 ◽

2021 ◽

Author(s):

Asrar Algarni ◽

Bashayer A. Aldahri ◽

Hanan S. Alghamdi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Breast Tumor ◽

Tumor Classification ◽

Breast Tumor Classification

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Breast tumor classification using different features of quantitative ultrasound parametric images

International Journal of Computer Assisted Radiology and Surgery ◽

10.1007/s11548-018-01908-8 ◽

2019 ◽

Vol 14 (4) ◽

pp. 623-633 ◽

Cited By ~ 5

Author(s):

Soa-Min Hsu ◽

Wen-Hung Kuo ◽

Fang-Chuan Kuo ◽

Yin-Yin Liao

Keyword(s):

Quantitative Ultrasound ◽

Breast Tumor ◽

Tumor Classification ◽

Parametric Images ◽

Breast Tumor Classification

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Axial–Shear Strain Distributions in an Elliptical Inclusion Model: Experimental Validation and in vivo Examples With Implications to Breast Tumor Classification

Ultrasound in Medicine & Biology ◽

10.1016/j.ultrasmedbio.2010.02.004 ◽

2010 ◽

Vol 36 (5) ◽

pp. 814-820 ◽

Cited By ~ 25

Author(s):

Arun K. Thittai ◽

Belfor Galaz ◽

Jonathan Ophir

Keyword(s):

Shear Strain ◽

Breast Tumor ◽

Experimental Validation ◽

Tumor Classification ◽

Elliptical Inclusion ◽

Axial Shear ◽

Inclusion Model ◽

Breast Tumor Classification

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A Radiomics Approach With CNN for Shear-Wave Elastography Breast Tumor Classification

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2018.2844188 ◽

2018 ◽

Vol 65 (9) ◽

pp. 1935-1942 ◽

Cited By ~ 27

Author(s):

Yongjin Zhou ◽

Jingxu Xu ◽

Qiegen Liu ◽

Cheng Li ◽

Zaiyi Liu ◽

...

Keyword(s):

Shear Wave ◽

Breast Tumor ◽

Shear Wave Elastography ◽

Tumor Classification ◽

Breast Tumor Classification

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The Application of Fuzzy Reasoning and Biclustering in Ultrasound Breast Tumor Classification

2018 3rd International Conference on Advanced Robotics and Mechatronics (ICARM) ◽

10.1109/icarm.2018.8610696 ◽

2018 ◽

Author(s):

Fan Zhang ◽

Qinghua Huang ◽

Xuelong Li

Keyword(s):

Breast Tumor ◽

Fuzzy Reasoning ◽

Tumor Classification ◽

Breast Tumor Classification

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Wavelet octave energy for breast tumor classification on sonography : A new shape feature

2009 International Conference on Networking, Sensing and Control ◽

10.1109/icnsc.2009.4919307 ◽

2009 ◽

Cited By ~ 3

Author(s):

Yueh-Ching Liao ◽

King-Chu Hung ◽

Cheng-Tung Ku ◽

Chin-Feng Tsai ◽

Shu-Mei Guo

Keyword(s):

Breast Tumor ◽

Tumor Classification ◽

Shape Feature ◽

Breast Tumor Classification

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Breast Tumor Classification of Ultrasound Images Using a Reversible Round-Off Nonrecursive 1-D Discrete Periodic Wavelet Transform

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2008.2008725 ◽

2009 ◽

Vol 56 (3) ◽

pp. 880-884 ◽

Cited By ~ 8

Author(s):

Hsieh-Wei Lee ◽

Bin-Da Liu ◽

King-Chu Hung ◽

Sheau-Fang Lei ◽

Chin-Feng Tsai ◽

...

Keyword(s):

Wavelet Transform ◽

Breast Tumor ◽

Tumor Classification ◽

Ultrasound Images ◽

Periodic Wavelet ◽

Breast Tumor Classification

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3D Breast Tumor Classification Using Image Registration Framework

2009 International Conference on Future Computer and Communication ◽

10.1109/icfcc.2009.33 ◽

2009 ◽

Author(s):

Chii-Jen Chen

Keyword(s):

Image Registration ◽

Breast Tumor ◽

Tumor Classification ◽

Breast Tumor Classification

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Analysis of Elastographic and B-mode Features at Sonoelastography for Breast Tumor Classification

Ultrasound in Medicine & Biology ◽

10.1016/j.ultrasmedbio.2009.06.1094 ◽

2009 ◽

Vol 35 (11) ◽

pp. 1794-1802 ◽

Cited By ~ 42

Author(s):

Woo Kyung Moon ◽

Chiun-Sheng Huang ◽

Wei-Chih Shen ◽

Etsuo Takada ◽

Ruey-Feng Chang ◽

...

Keyword(s):

Breast Tumor ◽

Tumor Classification ◽

Breast Tumor Classification

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Breast tumor classification based on deep convolutional neural networks

2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) ◽

10.1109/atsip.2017.8075562 ◽

2017 ◽

Cited By ~ 11

Author(s):

Ibtissam Bakkouri ◽

Karim Afdel

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Breast Tumor ◽

Tumor Classification ◽

Deep Convolutional Neural Networks ◽

Breast Tumor Classification

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