A bootstrap-ANFIS framework for oral cancer prognosis based on clinical and genomic markers
The incidence of oral cancer is high in Malaysia especially for those of Indian ethnic origin. In this research, an oral cancer prognosis prediction model will be developed by using Bootstrap-ANFIS techniques. The aim of this research is to improve the prediction of oral cancer survival and to ident...
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| Format: | Article |
| Language: | English English |
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2010
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| Online Access: | http://eprints.um.edu.my/2560/1/A_Bootstrap-ANFIS_framework_for_oral_cancer_prognosis_based_on_clinical_and_genomic_markers.pdf http://eprints.um.edu.my/2560/2/Bootstrap.pdf |
| _version_ | 1796944881770299392 |
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| author | Chang, Siow Wee Sameem, A.K. Zain, R.B. Merican, A.F.M.A. |
| author_facet | Chang, Siow Wee Sameem, A.K. Zain, R.B. Merican, A.F.M.A. |
| author_sort | Chang, Siow Wee |
| collection | UM |
| description | The incidence of oral cancer is high in Malaysia especially for those of Indian ethnic origin. In this research, an oral cancer prognosis prediction model will be developed by using Bootstrap-ANFIS techniques. The aim of this research is to improve the prediction of oral cancer survival and to identify the key clinical and genomic markers for the survival prediction of oral cancer. The proposed model is designed to handle small medical dataset with limitations in terms of time, cost and tissue samples. |
| first_indexed | 2024-03-06T05:08:21Z |
| format | Article |
| id | um.eprints-2560 |
| institution | Universiti Malaya |
| language | English English |
| last_indexed | 2024-03-06T05:08:21Z |
| publishDate | 2010 |
| record_format | dspace |
| spelling | um.eprints-25602019-12-23T03:47:51Z http://eprints.um.edu.my/2560/ A bootstrap-ANFIS framework for oral cancer prognosis based on clinical and genomic markers Chang, Siow Wee Sameem, A.K. Zain, R.B. Merican, A.F.M.A. Oral surger T Technology (General) The incidence of oral cancer is high in Malaysia especially for those of Indian ethnic origin. In this research, an oral cancer prognosis prediction model will be developed by using Bootstrap-ANFIS techniques. The aim of this research is to improve the prediction of oral cancer survival and to identify the key clinical and genomic markers for the survival prediction of oral cancer. The proposed model is designed to handle small medical dataset with limitations in terms of time, cost and tissue samples. 2010-07 Article PeerReviewed application/pdf en http://eprints.um.edu.my/2560/1/A_Bootstrap-ANFIS_framework_for_oral_cancer_prognosis_based_on_clinical_and_genomic_markers.pdf application/pdf en http://eprints.um.edu.my/2560/2/Bootstrap.pdf Chang, Siow Wee and Sameem, A.K. and Zain, R.B. and Merican, A.F.M.A. (2010) A bootstrap-ANFIS framework for oral cancer prognosis based on clinical and genomic markers. Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on, 6. pp. 487-491. ISSN 978-1-4244-5537-9, http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5564094&tag=1 |
| spellingShingle | Oral surger T Technology (General) Chang, Siow Wee Sameem, A.K. Zain, R.B. Merican, A.F.M.A. A bootstrap-ANFIS framework for oral cancer prognosis based on clinical and genomic markers |
| title | A bootstrap-ANFIS framework for oral cancer prognosis based on clinical and genomic markers |
| title_full | A bootstrap-ANFIS framework for oral cancer prognosis based on clinical and genomic markers |
| title_fullStr | A bootstrap-ANFIS framework for oral cancer prognosis based on clinical and genomic markers |
| title_full_unstemmed | A bootstrap-ANFIS framework for oral cancer prognosis based on clinical and genomic markers |
| title_short | A bootstrap-ANFIS framework for oral cancer prognosis based on clinical and genomic markers |
| title_sort | bootstrap anfis framework for oral cancer prognosis based on clinical and genomic markers |
| topic | Oral surger T Technology (General) |
| url | http://eprints.um.edu.my/2560/1/A_Bootstrap-ANFIS_framework_for_oral_cancer_prognosis_based_on_clinical_and_genomic_markers.pdf http://eprints.um.edu.my/2560/2/Bootstrap.pdf |
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