CANDIDATE TREE-IN-BUD PATTERN SELECTION AND CLASSIFICATION USING BALL SCALE ENCODING ALGORITHM
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 pred...
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| Format: | Article |
| Language: | English |
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ICT Academy of Tamil Nadu
2013-10-01
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| Series: | ICTACT Journal on Soft Computing |
| Subjects: | |
| Online Access: | http://ictactjournals.in/paper/Vol4Iss1_3_page_645_650.pdf |
| _version_ | 1811203727384641536 |
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| author | T. Akilandeswari N. Balaganesh S. RadhaKrishnan |
| author_facet | T. Akilandeswari N. Balaganesh S. RadhaKrishnan |
| author_sort | T. Akilandeswari |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-12T02:59:50Z |
| format | Article |
| id | doaj.art-beb42a604ed14760bece0faf8518355a |
| institution | Directory Open Access Journal |
| issn | 0976-6561 2229-6956 |
| language | English |
| last_indexed | 2024-04-12T02:59:50Z |
| publishDate | 2013-10-01 |
| publisher | ICT Academy of Tamil Nadu |
| record_format | Article |
| series | ICTACT Journal on Soft Computing |
| spelling | doaj.art-beb42a604ed14760bece0faf8518355a2022-12-22T03:50:41ZengICT Academy of Tamil NaduICTACT Journal on Soft Computing0976-65612229-69562013-10-0141645650CANDIDATE TREE-IN-BUD PATTERN SELECTION AND CLASSIFICATION USING BALL SCALE ENCODING ALGORITHMT. Akilandeswari0N. Balaganesh1S. RadhaKrishnan2Department of Computer Science and Engineering, Mepco Schlenk Engineering College, IndiaDepartment of Computer Science and Engineering, Mepco Schlenk Engineering College, IndiaDepartment of Information Technology, Kamaraj College of Engineering and Technology, IndiaAsthma, 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.http://ictactjournals.in/paper/Vol4Iss1_3_page_645_650.pdfComputer Assisted DetectionTree in Bud OpacitiesFuzzy ConnectednessBall Scale encodingWilmore Energy FeaturesSupport Vector Machine |
| spellingShingle | T. Akilandeswari N. Balaganesh S. RadhaKrishnan CANDIDATE TREE-IN-BUD PATTERN SELECTION AND CLASSIFICATION USING BALL SCALE ENCODING ALGORITHM ICTACT Journal on Soft Computing Computer Assisted Detection Tree in Bud Opacities Fuzzy Connectedness Ball Scale encoding Wilmore Energy Features Support Vector Machine |
| title | CANDIDATE TREE-IN-BUD PATTERN SELECTION AND CLASSIFICATION USING BALL SCALE ENCODING ALGORITHM |
| title_full | CANDIDATE TREE-IN-BUD PATTERN SELECTION AND CLASSIFICATION USING BALL SCALE ENCODING ALGORITHM |
| title_fullStr | CANDIDATE TREE-IN-BUD PATTERN SELECTION AND CLASSIFICATION USING BALL SCALE ENCODING ALGORITHM |
| title_full_unstemmed | CANDIDATE TREE-IN-BUD PATTERN SELECTION AND CLASSIFICATION USING BALL SCALE ENCODING ALGORITHM |
| title_short | CANDIDATE TREE-IN-BUD PATTERN SELECTION AND CLASSIFICATION USING BALL SCALE ENCODING ALGORITHM |
| title_sort | candidate tree in bud pattern selection and classification using ball scale encoding algorithm |
| topic | Computer Assisted Detection Tree in Bud Opacities Fuzzy Connectedness Ball Scale encoding Wilmore Energy Features Support Vector Machine |
| url | http://ictactjournals.in/paper/Vol4Iss1_3_page_645_650.pdf |
| work_keys_str_mv | AT takilandeswari candidatetreeinbudpatternselectionandclassificationusingballscaleencodingalgorithm AT nbalaganesh candidatetreeinbudpatternselectionandclassificationusingballscaleencodingalgorithm AT sradhakrishnan candidatetreeinbudpatternselectionandclassificationusingballscaleencodingalgorithm |