Performance analysis of EM, SVD, and SVM classifiers in classification of carcinogenic regions of medical images

Harikumar Rajaguru; Vinoth Kumar Bojan

doi:10.1002/ima.22074

Performance analysis of EM, SVD, and SVM classifiers in classification of carcinogenic regions of medical images

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22074 ◽

2014 ◽

Vol 24 (1) ◽

pp. 16-22 ◽

Cited By ~ 2

Author(s):

Harikumar Rajaguru ◽

Vinoth Kumar Bojan

Keyword(s):

Performance Analysis ◽

Medical Images

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Performance analysis of neural networks for classification of medical images with wavelets as a feature extractor

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22118 ◽

2015 ◽

Vol 25 (1) ◽

pp. 33-40 ◽

Cited By ~ 26

Author(s):

R. Harikumar ◽

B. Vinoth kumar

Keyword(s):

Neural Networks ◽

Performance Analysis ◽

Medical Images ◽

Feature Extractor

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Performance Analysis of Em, Svd and Svm Classifiers in Classification of Carcinogenic Regions of Medical Images

IFMBE Proceedings - The 15th International Conference on Biomedical Engineering ◽

10.1007/978-3-319-02913-9_157 ◽

2014 ◽

pp. 617-620

Author(s):

B. Vinoth kumar ◽

R. Harikumar

Keyword(s):

Performance Analysis ◽

Medical Images

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Wavelet Techniques for Medical Images Performance Analysis and Observations with EZW and Underwater Image Processing

Wireless Personal Communications ◽

10.1007/s11277-020-07238-w ◽

2020 ◽

Author(s):

Javed Miya ◽

M. A. Ansari

Keyword(s):

Image Processing ◽

Performance Analysis ◽

Medical Images ◽

Underwater Image ◽

Wavelet Techniques ◽

Underwater Image Processing

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Performance analysis of different decomposition methods for classification of crops and other land cover targets using Risat-1 hybrid SAR imageries

10.1109/icicrs46726.2019.9555761 ◽

2019 ◽

Author(s):

Atasi De ◽

Dheeraj Kumar ◽

Parul Patel

Keyword(s):

Performance Analysis ◽

Land Cover ◽

Decomposition Methods

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A Deep Convolutional Neural Wavelet Network for Classification of Medical Images

Journal of Computer Science ◽

10.3844/jcssp.2018.1488.1498 ◽

2018 ◽

Vol 14 (11) ◽

pp. 1488-1498

Author(s):

Ramzi Ben Ali ◽

Ridha Ejbali ◽

Mourad Zaied

Keyword(s):

Medical Images ◽

Wavelet Network

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Classification of Tree and Network Topology Structures in Medical Images

Data Mining for Biomarker Discovery - Springer Optimization and Its Applications ◽

10.1007/978-1-4614-2107-8_5 ◽

2012 ◽

pp. 79-90 ◽

Cited By ~ 1

Author(s):

Angeliki Skoura ◽

Vasileios Megalooikonomou ◽

Athanasios Diamantopoulos ◽

George C. Kagadis ◽

Dimitrios Karnabatidis

Keyword(s):

Network Topology ◽

Medical Images

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Deep Strategies in Computer-Assisted Diagnosis and Classification of Abnormalities in Medical Images

Smart Healthcare Systems ◽

10.1201/9780429020575-9 ◽

2019 ◽

pp. 135-150

Author(s):

Ankit Vidyarthi ◽

Shilpa Gundagatti ◽

Nisha Chaurasia

Keyword(s):

Medical Images ◽

Computer Assisted ◽

Computer Assisted Diagnosis ◽

Diagnosis And Classification ◽

Assisted Diagnosis

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Performance Analysis of ApEn as a Feature Extraction Technique and Time Delay Neural Networks, Multi Layer Perceptron as Post Classifiers for the Classification of Epilepsy Risk Levels from EEG Signals

Advances in Intelligent Systems and Computing - Computational Intelligence, Cyber Security and Computational Models ◽

10.1007/978-981-10-0251-9_10 ◽

2015 ◽

pp. 89-97 ◽

Cited By ~ 3

Author(s):

Sunil Kumar Prabhakar ◽

Harikumar Rajaguru

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Time Delay ◽

Performance Analysis ◽

Extraction Technique ◽

Multi Layer Perceptron ◽

Eeg Signals ◽

Risk Levels ◽

Feature Extraction Technique

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Investigation of Convolutional Neural Networks in the Tasks of Medical Images Analysis and Classification of Breast Tumors

10.1109/cisp-bmei53629.2021.9624326 ◽

2021 ◽

Author(s):

Yuriy Zaychenko ◽

Helen Zaichenko ◽

Galib Hamidov

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Medical Images ◽

Breast Tumors

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Tensor-based sparse representations of multi-phase medical images for classification of focal liver lesions

Pattern Recognition Letters ◽

10.1016/j.patrec.2019.01.001 ◽

2020 ◽

Vol 130 ◽

pp. 207-215 ◽

Cited By ~ 10

Author(s):

Jian Wang ◽

Jing Li ◽

Xian-Hua Han ◽

Lanfen Lin ◽

Hongjie Hu ◽

...

Keyword(s):

Medical Images ◽

Sparse Representations ◽

Focal Liver Lesions ◽

Liver Lesions ◽

Multi Phase

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