SpO2 Estimation Using Deep Neural Networks: A Comparative Study
MC Gammariello, I Sergi, T Montanaro… - … on Smart and …, 2023 - ieeexplore.ieee.org
Recently, there has been a growing interest in using smartphones as non-invasive medical
devices for estimating vital signs. One of the most important parameters for assessing a …
devices for estimating vital signs. One of the most important parameters for assessing a …
A Deep Learning Approach for Estimating SpO2 Using a Smartphone Camera
LC Lampier, A Floriano, CT Valadão… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The COVID-19 pandemic has highlighted the significance of both telemedicine and
measuring physiological signals as peripheral oxygen saturation (SpO2) at home. Aiming to …
measuring physiological signals as peripheral oxygen saturation (SpO2) at home. Aiming to …
Estimation of Oxygen Saturation from PPG Signal using Smartphone Recording
In order to determine human oxygen saturation (SpO 2) levels, this research provides an
innovative approach that uses photoplethysmography (PPG) signals acquired from mobile …
innovative approach that uses photoplethysmography (PPG) signals acquired from mobile …
Measuring oxygen saturation with smartphone cameras using convolutional neural networks
Arterial oxygen saturation (SaO 2) is an indicator of how much oxygen is carried by
hemoglobin in the blood. Having enough oxygen is vital for the functioning of cells in the …
hemoglobin in the blood. Having enough oxygen is vital for the functioning of cells in the …
Remote blood oxygen estimation from videos using neural networks
Peripheral blood oxygen saturation (SpO) is an essential indicator of respiratory functionality
and received increasing attention during the COVID-19 pandemic. Clinical findings show …
and received increasing attention during the COVID-19 pandemic. Clinical findings show …
Smartphone Pulse Oximetry Using Two-tone Camera-based Photoplethysmography
SpO 2 monitoring is a non-invasive measure of blood oxygen saturation levels, particularly
important to monitor respiratory and heart circulatory diseases. Incorporating SpO 2 …
important to monitor respiratory and heart circulatory diseases. Incorporating SpO 2 …
Remote SpO2 estimation using end-to-end CNN model
J Lee, C Park - … on Consumer Electronics-Asia (ICCE-Asia), 2022 - ieeexplore.ieee.org
Blood oxygen speed (SpO2) is an indicator of the normal presence or absence of the
respiratory function. This is attracting the attention of researchers since it could monitor the …
respiratory function. This is attracting the attention of researchers since it could monitor the …
Smartphone-Based SpO2 Measurement by Exploiting Wavelengths Separation and Chromophore Compensation
Patients with respiratory diseases require frequent and accurate blood oxygen level
monitoring. Existing techniques, however, either need a dedicated hardware or fail to predict …
monitoring. Existing techniques, however, either need a dedicated hardware or fail to predict …
A Multi-Channel Ratio-of-Ratios Method for Noncontact Hand Video Based SpO Monitoring Using Smartphone Cameras
Blood oxygen saturation (SpO) is an important indicator forpulmonary and respiratory
functionalities. Clinical findings on COVID-19 show that many patients had dangerously low …
functionalities. Clinical findings on COVID-19 show that many patients had dangerously low …
Design implementation and evaluation of a mobile continuous blood oxygen saturation monitoring system
Objective: In this study, we built a mobile continuous Blood Oxygen Saturation (SpO2)
monitor, and for the first time, explored key design principles towards daily applications …
monitor, and for the first time, explored key design principles towards daily applications …