S. N. A. M., Zaini and S. K. M. Saad and M. Y., Abu (2022) Application of Mahalanobis-Taguchi System in Liver Function Profile of Methadone Flexi Dispensing Program. Journal of Applied Science & Process Engineering, 9 (2). pp. 1158-1176. ISSN 2289-7771. (Published)
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Abstract
Patients under the methadone flexi dispensing (MFlex) program are required to do blood tests like liver function profile. A doctor assesses 3 parameters like Alk phosphatase, ALT (SGPT), and AST (SGOT) to ensure the patient has a liver problem. Consequently, the existing system does not have a stable ecosystem towards classification and optimization. The objective is to apply the Mahalanobis-Taguchi system (MTS) in the MFlex program. The data is collected at Bandar Pekan clinic with 34 parameters. Two types of MTS methods are used like RT-Method and T-Method for classification and optimization respectively. The average Mahalanobis distance (MD) of healthy is 1.00 and unhealthy is 352.58. A positive degree of contribution has only 1 parameter. 15 unknown samples have been diagnosed. Type 2 of 6 modifications has been selected as the best-proposed solution. In conclusion, a pharmacist from Bandar Pekan clinic confirmed that MTS is able to solve problems in the classification and optimization of the MFlex program.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Mahalanobis-Taguchi system, Methadone flexi dispensing program |
| Subjects: | R Medicine > R Medicine (General) |
| Faculty/Division: | Faculty of Manufacturing and Mechatronic Engineering Technology |
| Depositing User: | Dr. Mohd Yazid Abu |
| Date Deposited: | 08 Nov 2022 01:19 |
| Last Modified: | 08 Nov 2022 01:19 |
| URI: | http://umpir.ump.edu.my/id/eprint/35646 |
| Download Statistic: | View Download Statistics |
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