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CANDIDATE TREE-IN-BUD PATTERN SELECTION AND CLASSIFICATION USING BALL SCALE ENCODING ALGORITHM
- Source :
- ICTACT Journal on Soft Computing, Vol 4, Iss 1, Pp 645-650 (2013)
- Publication Year :
- 2013
- Publisher :
- ICT Academy of Tamil Nadu, 2013.
-
Abstract
- Asthma, Chronic obstructive pulmonary disease, influenza, pneumonia, tuberculosis, lung cancer and many other breathing problems are the leading causes of death and disability all over the world. These diseases affect the lung. Radiology is a primary assessing method with low specificity of the prediction of the presence of these diseases. Computer Assisted Detection (CAD) will help the specialists in detecting one of these diseases in an early stage. A method has been proposed by Ulas Bagci to detect lung abnormalities using Fuzzy connected object estimation, Ball scale encoding and comparing various features extracted from local patches of the lung images (CT scan). In this paper, the Tree-in-Bud patterns are selected after segmentation by using ball scale encoding algorithm.
- Subjects :
- Tuberculosis
Support Vector Machine
lcsh:Computer engineering. Computer hardware
Fuzzy Connectedness
Computer science
Pulmonary disease
Computed tomography
lcsh:TK7885-7895
Bioinformatics
Computer Assisted Detection
medicine
Ball Scale encoding
Segmentation
Lung cancer
Lung
medicine.diagnostic_test
business.industry
Pattern recognition
Breathing problems
medicine.disease
Pattern selection
respiratory tract diseases
medicine.anatomical_structure
Wilmore Energy Features
Encoding algorithm
Artificial intelligence
business
Tree in Bud Opacities
Subjects
Details
- Language :
- English
- ISSN :
- 22296956 and 09766561
- Volume :
- 4
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- ICTACT Journal on Soft Computing
- Accession number :
- edsair.doi.dedup.....a112b7de20256bc222524236e2c9cff5