A Low Power Non-invasive Wrist-Based Approach for Glucose Monitoring
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| Názov: | A Low Power Non-invasive Wrist-Based Approach for Glucose Monitoring |
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| Autori: | Luz M. Tobar-Subia-Contento, Raúl Vargas, Lenny Alexandra Romero, Sonia H. Contreras-Ortiz |
| Prispievatelia: | Grupo de Investigación Física Aplicada y Procesamiento de Imágenes y Señales- FAPIS, Semillero de Investigación en Visión Artificial |
| Zdroj: | Communications in Computer and Information Science ISBN: 9783031982866 |
| Informácie o vydavateľovi: | Springer Nature Switzerland, 2025. |
| Rok vydania: | 2025 |
| Predmety: | Wrist-based measurement, hotoplethysmography, Diabetes -- Diagnosis, Medical devices -- Technological development, Photoplethysmography (PPG), Noninvasive Wrist Device, Noninvasive medical procedures, Parkes error grid, Blood glucose -- Measurement, ODS 3: Salud y bienestar. Garantizar una vida sana y promover el bienestar de todos a todas las edades, Glucose monitoring, Biomedical engineering -- Prototypes, 3. Ciencias Médicas y de la Salud, 610 - Medicina y salud, Spectrophotometry -- Medical applications |
| Popis: | This study presents the development of a prototype noninvasive device for measuring blood glucose levels. It focuses on using photoplethysmography (PPG) and the Beer-Lambert law to measure the absorbance of infrared and red light through the skin of the wrist, offering an alternative to traditional invasive methods, such as commercial glucose meters. This device has the potential to provide a more convenient and less painful approach to continuous glucose monitoring. The study was conducted on a young population in Cartagena, Colombia, where participants used both the prototype device and a commercial glucose meter (Accu-Chek) to compare the results. The data obtained showed a moderate correlation between the two devices (Pearson correlation coefficient of 0.49), with most measurements located in zones A and B of the Parkes error grid, suggesting that the errors are clinically acceptable. However, it is noted that the results should be interpreted with caution in populations with extreme glucose levels. The study concludes that the non-invasive device meets clinical standards for glucose measurement, supporting its future development. It is suggested to move towards a miniaturized wearable device and conduct additional clinical studies to generate more data across a wide range of glucose levels, from hypoglycemia to hyperglycemia. Contiene ilustraciones, gráficos |
| Druh dokumentu: | Part of book or chapter of book Article |
| Popis súboru: | application/pdf |
| Jazyk: | English |
| DOI: | 10.1007/978-3-031-98287-3_10 |
| Prístupová URL adresa: | https://hdl.handle.net/20.500.12585/14201 |
| Rights: | Springer Nature TDM CC BY NC ND |
| Prístupové číslo: | edsair.doi.dedup.....8d6d2bc8f95c63c3258aec52626b0a02 |
| Databáza: | OpenAIRE |
Nájsť tento článok vo Web of Science | Abstrakt: | This study presents the development of a prototype noninvasive device for measuring blood glucose levels. It focuses on using photoplethysmography (PPG) and the Beer-Lambert law to measure the absorbance of infrared and red light through the skin of the wrist, offering an alternative to traditional invasive methods, such as commercial glucose meters. This device has the potential to provide a more convenient and less painful approach to continuous glucose monitoring. The study was conducted on a young population in Cartagena, Colombia, where participants used both the prototype device and a commercial glucose meter (Accu-Chek) to compare the results. The data obtained showed a moderate correlation between the two devices (Pearson correlation coefficient of 0.49), with most measurements located in zones A and B of the Parkes error grid, suggesting that the errors are clinically acceptable. However, it is noted that the results should be interpreted with caution in populations with extreme glucose levels. The study concludes that the non-invasive device meets clinical standards for glucose measurement, supporting its future development. It is suggested to move towards a miniaturized wearable device and conduct additional clinical studies to generate more data across a wide range of glucose levels, from hypoglycemia to hyperglycemia.<br />Contiene ilustraciones, gráficos |
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| DOI: | 10.1007/978-3-031-98287-3_10 |