Classification of Abdominal CT Images bearing Liver Tumor Using Structural Similarity Index and Support Vector Machine

Classification of Abdominal CT Images bearing Liver Tumor Using Structural Similarity Index and Support Vector Machine

Computed Tomographic (CT) imaging is extensively implemented for liver tumor visualization and detection. Computer aided image processing algorithms can provide aid to the physicians and radiologists in detecting deadly diseases of liver specifically cancerous liver tumors. This paper presents a nov...

Full description

Bibliographic Details
Main Authors:	Ayesha Amir Siddiqi, Attaullah Khawaja, Adnan Hashmi
Format:	Article
Language:	English
Published:	Mehran University of Engineering and Technology 2020-10-01
Series:	Mehran University Research Journal of Engineering and Technology
Online Access:	https://publications.muet.edu.pk/index.php/muetrj/article/view/1833

Similar Items

Journal Classification Based on Abstract Using Cosine Similarity and Support Vector Machine
by: Muhammad Habibi, et al.
Published: (2020-02-01)

Investigation of orthogonal polynomial kernels as similarity functions for pattern classification by support vector machines
by: Abdel-Aleem, Mostafa
Published: (2018)

CT Findings in Pulmonary and Abdominal Sarcoidosis. Implications for Diagnosis and Classification
by: Claudio Tana, et al.
Published: (2020-09-01)

Support Vector Machines for Classification and Imputation
by: Rogers, Spencer David
Published: (2012)

Support vector machines for classification and regression
by: Shah, Rohan Shiloh.
Published: (2007)

Similarity-Based Summarization of Music Files for Support Vector Machines
by: Jan Jakubik, et al.
Published: (2018-01-01)

Machine-Learning Based Hybrid-Feature Analysis for Liver Cancer Classification Using Fused (MR and CT) Images
by: Samreen Naeem, et al.
Published: (2020-04-01)

Fault Classification of Bearings Using Machine Learning Algorithms
by: Vasco Torgal Dias Duarte
Published: (2020)

TEXT CLASSIFICATION BASED ON SUPPORT VECTOR MACHINE
by: Lê Thị Minh Nguyện
Published: (2019-06-01)

Support Vector Machine Implementations for Classification & Clustering
by: Winters-Hilt Stephen, et al.
Published: (2006-09-01)

Informative Vector Machine Classification for Hyperspectral Imagery
by: TAN Xiong, et al.
Published: (2015-11-01)

Support Vector Machines for Unbalanced Multicategory Classification
by: Kang-Mo Jung
Published: (2015-01-01)

Piecewise-Smooth Support Vector Machine for Classification
by: Qing Wu, et al.
Published: (2013-01-01)

Pairwise Classification and Pairwise Support Vector Machines
by: Brunner, Carl
Published: (2012)

Application of Support Vector Machine for Emotion Classification
by: Yu-Meng Lin, et al.
Published: (2012)

Support Vector Machines for Multi-label Classification
by: Wen-Hsien Su, et al.
Published: (2006)

Metagenomic Phylogenetic Classification with Support Vector Machine
by: Kun-Xain Liu, et al.
Published: (2015)

Sequence Similarity and Support Vector Machine for Protein Secondary Structure Prediction
by: Chi-Lung Tsai, et al.
Published: (2004)

Index of Kernel Functions for Support Vector Machine
by: Chea-Wei Wang, et al.
Published: (2003)

Comparison of Support Vector Machine-Based Techniques for Detection of Bearing Faults
by: Lijun Wang, et al.
Published: (2018-01-01)

Detection and Classification of Bearing Surface Defects Based on Machine Vision
by: Manhuai Lu, et al.
Published: (2021-02-01)

Liver Segmentation Based on Snakes Model and Improved GrowCut Algorithm in Abdominal CT Image
by: Huiyan Jiang, et al.
Published: (2013-01-01)

Smooth Support Vector Machine for Multi-class Classification
by: Chih-Cheng Chang, et al.
Published: (2007)

Apply support vector machine in anime images classification.
by: Hao-Yu Chuang, et al.
Published: (2018)

An Updated Projection Twin Support Vector Machine for Classification
by: Hua Xiaopeng, et al.
Published: (2017-01-01)

Minimal Complexity Support Vector Machines for Pattern Classification
by: Shigeo Abe
Published: (2020-11-01)

Support Vector Machine Classification of Drunk Driving Behaviour
by: Huiqin Chen, et al.
Published: (2017-01-01)

Support vector machine classification of streptavidin-binding aptamers.
by: Xinliang Yu, et al.
Published: (2014-01-01)

Kernel Parameter Selection for Support Vector Machine Classification
by: Zhiliang Liu, et al.
Published: (2014-06-01)

Talent classification of motoric parameters with support vector machine
by: Hanife Kanat USTA, et al.
Published: (2018-09-01)

Speech Signal Classification Using Support Vector Machines
by: Sood, Gaurav
Published: (2011)

On the parameter optimization of Support Vector Machines for binary classification
by: Gaspar Paulo, et al.
Published: (2012-12-01)

A Study of Support Vector Machine for Audio Classifications
by: Chien-Chang Lin, et al.
Published: (2007)

Ellipsoid support vector machines for rotational texture classification
by: Kang Lee, et al.
Published: (2008)

Apply Fuzzy Support Vector Machine to Texture Classification
by: 詹茗旭
Published: (2009)

Flower Image Classification Based on the Support Vector Machine
by: Tsai-ming Sun, et al.
Published: (2016)

LINEX Support Vector Machine for Large-Scale Classification
by: Yue Ma, et al.
Published: (2019-01-01)

Quantum Support Vector Machine for Big Data Classification
by: Mohseni, Masoud, et al.
Published: (2014)

Support Vector Machine-Based Classification of Malicious Users in Cognitive Radio Networks
by: Muhammad Sajjad Khan, et al.
Published: (2020-01-01)

Application of Support Vector Machine on Liver Diseases Diagnosis
by: Yan-Mei Huang, et al.
Published: (2007)