Abstract
Since the abnormal metabolism of bilirubin could lead to diseases in the human body, especially the jaundice which is harmful to neonates. Traditional invasive measurements are difficult to be accepted by people because of pain and infection. Therefore, the real-time and non-invasive measurement of bilirubin is of great significance. However, the accuracy of currently transcutaneous bilirubinometry(TcB) is generally not high enough, and affected by many factors in the human skin, mostly by hemoglobin. In this talk, absorption spectra of hemoglobin and bilirubin have been collected and analyzed, then the Partial Least Squares (PLS) models have been built. By analyzing and comparing the Correlation and Root Mean Square Error of Prediction(RMSEP), the results show that the Correlation of bilirubin solution model is larger than that of the mixture solution added with hemoglobin, and its RMSEP value is smaller than that of mixture solution. Therefore, hemoglobin has influences on the non-invasive optical bilirubin sensing. In next step, it is necessary to investigate how to eliminate the influence.
| Original language | English |
|---|---|
| Title of host publication | Dynamics and Fluctuations in Biomedical Photonics IX |
| DOIs | |
| State | Published - 2012 |
| Externally published | Yes |
| Event | Dynamics and Fluctuations in Biomedical Photonics IX - San Francisco, CA, United States Duration: 21 Jan 2012 → 23 Jan 2012 |
Publication series
| Name | Progress in Biomedical Optics and Imaging - Proceedings of SPIE |
|---|---|
| Volume | 8222 |
| ISSN (Print) | 1605-7422 |
Conference
| Conference | Dynamics and Fluctuations in Biomedical Photonics IX |
|---|---|
| Country/Territory | United States |
| City | San Francisco, CA |
| Period | 21/01/12 → 23/01/12 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- Bilirubin
- Hemoglobin
- PLS modeling
- Spectral measurement
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