Development of Smartphone-based Non-Invasive Hemoglobin Measurement

被引:0
作者
Dewantoro, Putut [1 ]
Gandana, Clinton Elian [1 ]
Zakaria, Resti Oktia Rahman Hasballah [1 ]
Irawan, Yoke Saadia [1 ]
机构
[1] Inst Teknol Bandung, Elect Engn Dept, Sch Elect Engn & Informat, Ganeca 10, Bandung 40135, Jawa Barat, Indonesia
来源
2018 INTERNATIONAL SYMPOSIUM ON ELECTRONICS AND SMART DEVICES (ISESD 2018): SMART DEVICES FOR BIG DATA ANALYTIC AND MACHINE LEARNING | 2018年
关键词
photo plethysmography; hemoglobin; non-invasive; anemia; bluetooth low energy;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
One of the challenges in the medical world is to transform the instrument with invasive methods into noninvasive. This is expected to reduce the risk of infection that can be caused by penetrating the tissue in the human body. Hemoglobin measurement still generally use the invasive method, ie by taking and testing blood samples from patients. Therefore, it is proposed solving this problem using PPG signals recorded from the patient's finger using non-invasive method. The signal acquisition is done reflectively by irradiating the finger using 4 LEDs with different wavelengths and then the photodiode will capture the light that is not absorbed by the network. The hemoglobin level can be determined by calculating AC and DC components at each wavelength using linear regression method. The device will connect with smartphone using Bluetooth Low Energy 4.0 and will store the hemoglobin value that was measured. In addition, the application will show if the user is in normal condition or anemia as well as tips for people with anemia. The test results of this noninvasive device indicate 1.56 gr/dL RMS with maximum error 3.7 gr/dL and a standard deviation of 0.245 gr/dL. The results were obtained by comparing to invasive tools.
引用
收藏
页码:28 / 33
页数:6
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