Comparative analysis of data mining techniques for medical data classification
Medical data classification plays a crucial role in many medical imaging applications by automating or facilitating the delineation of image data.It addresses the problem of diagnosis, analysis and teaching purposes in medicine.For these several medical imaging data modalities and applications base...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2013
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| Online Access: | https://repo.uum.edu.my/id/eprint/12043/1/PID34.pdf |
| _version_ | 1825802937721421824 |
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| author | S. A., Lashari Ibrahim, Rosziati |
| author_facet | S. A., Lashari Ibrahim, Rosziati |
| author_sort | S. A., Lashari |
| collection | UUM |
| description | Medical data classification plays a crucial role in many medical imaging applications by automating or facilitating the delineation of
image data.It addresses the problem of diagnosis, analysis and teaching purposes in medicine.For these several medical imaging data modalities and applications based on data mining techniques have been proposed and
developed.In this paper, a comparative analysis of applications of data mining techniques has been presented.Thus, the existing literature suggests that we do not lose sight of the current and future potential of applications of data mining techniques that can impact upon the successful classification of medical data into a thematic map.Thus, there is a great potential for the use of data mining techniques for medical data classification, which has not been fully investigated and would be one of the interesting directions for
future research. |
| first_indexed | 2024-07-04T05:48:47Z |
| format | Conference or Workshop Item |
| id | uum-12043 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T05:48:47Z |
| publishDate | 2013 |
| record_format | eprints |
| spelling | uum-120432014-08-25T08:03:02Z https://repo.uum.edu.my/id/eprint/12043/ Comparative analysis of data mining techniques for medical data classification S. A., Lashari Ibrahim, Rosziati QA76 Computer software Medical data classification plays a crucial role in many medical imaging applications by automating or facilitating the delineation of image data.It addresses the problem of diagnosis, analysis and teaching purposes in medicine.For these several medical imaging data modalities and applications based on data mining techniques have been proposed and developed.In this paper, a comparative analysis of applications of data mining techniques has been presented.Thus, the existing literature suggests that we do not lose sight of the current and future potential of applications of data mining techniques that can impact upon the successful classification of medical data into a thematic map.Thus, there is a great potential for the use of data mining techniques for medical data classification, which has not been fully investigated and would be one of the interesting directions for future research. 2013-08-28 Conference or Workshop Item PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/12043/1/PID34.pdf S. A., Lashari and Ibrahim, Rosziati (2013) Comparative analysis of data mining techniques for medical data classification. In: 4th International Conference on Computing and Informatics (ICOCI 2013), 28 -30 August 2013, Kuching, Sarawak, Malaysia. http://www.icoci.cms.net.my/proceedings/2013/TOC.html |
| spellingShingle | QA76 Computer software S. A., Lashari Ibrahim, Rosziati Comparative analysis of data mining techniques for medical data classification |
| title | Comparative analysis of data mining techniques for medical data classification |
| title_full | Comparative analysis of data mining techniques for medical data classification |
| title_fullStr | Comparative analysis of data mining techniques for medical data classification |
| title_full_unstemmed | Comparative analysis of data mining techniques for medical data classification |
| title_short | Comparative analysis of data mining techniques for medical data classification |
| title_sort | comparative analysis of data mining techniques for medical data classification |
| topic | QA76 Computer software |
| url | https://repo.uum.edu.my/id/eprint/12043/1/PID34.pdf |
| work_keys_str_mv | AT salashari comparativeanalysisofdataminingtechniquesformedicaldataclassification AT ibrahimrosziati comparativeanalysisofdataminingtechniquesformedicaldataclassification |