Ismail, R. and Rahim, H. A. (2016) Near Infrared Spectroscopy (NIRs) applications in medical: Non-invasive and invasive leukemia screening. In: 12th IEEE International Colloquium on Signal Processing and its Applications, CSPA 2016, 4 March 2016 through 6 March 2016, Melaka; Malaysia.
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Abstract
Near Infrared Spectroscopy (NIRs) has been applied as analytical tool in numerous field of study due to its ability in noninvasive application. This paper proposed a non-invasive method in early screening of leukemia using NIRS. In this method NIRs is applied directly at human fingertip for spectral data acquisition and standard blood test procedure which involve blood draw is done for laboratory data acquisition. The prediction model will compared the spectral data with laboratory data for validation. The performance of PCR and PLSR prediction model is compared for the selection of model with high accuracy level. PLSR shows a better performance compared to PCR.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | biomarker, blood parameter, invasive, leukemia screening, Near Infrared spectroscopy (NIRs), non-invasive |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Electrical Engineering |
| ID Code: | 73129 |
| Deposited By: | Muhammad Atiff Mahussain |
| Deposited On: | 28 Nov 2017 05:01 |
| Last Modified: | 28 Nov 2017 05:01 |
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