[PDF][PDF] An Efficient Motion and Noise Artifacts Removal Method using GAIT and Machine Learning Model
S Pushpalatha, S Math - researchgate.net
obtaining an exact measurement of oxygen saturation (SpO2) using a finger-probe based
pulse oximeter is dependent on both artifact-free infrared (IR) and red (R) …
pulse oximeter is dependent on both artifact-free infrared (IR) and red (R) …
Mitigation of Motion Artifacts in Pulse Oximetry through Redundant Sensors
Photoplethysmography (PPG) signals are used in pulse oximetry to calculate peripheral
capillary oxygen saturation (SpO_2) levels. It is well known that the accuracy of the …
capillary oxygen saturation (SpO_2) levels. It is well known that the accuracy of the …
Reduction of periodic motion artifacts in photoplethysmography
Periodic motion artifacts affect photoplethysmography (PPG) signals in activities of daily
living (ADL), cardiopulmonary exercise testing (CPX), and cardiopulmonary resuscitation …
living (ADL), cardiopulmonary exercise testing (CPX), and cardiopulmonary resuscitation …
A motion-tolerant adaptive algorithm for wearable photoplethysmographic biosensors
The performance of portable and wearable biosensors is highly influenced by motion
artifact. In this paper, a novel real-time adaptive algorithm is proposed for accurate motion …
artifact. In this paper, a novel real-time adaptive algorithm is proposed for accurate motion …
OxiTidy: motion artifact detection-reduction in photoplethysmographic signals using artificial neural networks
CS Lima - 2022 - repositorio.ufscar.br
Nowadays, technological evolution has allowed advances in several areas, especially in
healthcare. Digital transformation in health has brought benefits to both professionals and …
healthcare. Digital transformation in health has brought benefits to both professionals and …
Photoplethysmograph signal reconstruction based on a novel motion artifact detection-reduction approach. Part II: Motion and noise artifact removal
We introduce a new method to reconstruct motion and noise artifact (MNA) contaminated
photoplethysmogram (PPG) data. A method to detect MNA corrupted data is provided in a …
photoplethysmogram (PPG) data. A method to detect MNA corrupted data is provided in a …
Evaluation of key design parameters for mitigating motion artefact in the mobile reflectance PPG signal to improve estimation of arterial oxygenation
RS Kasbekar, Y Mendelson - Physiological measurement, 2018 - iopscience.iop.org
Objective: Pulse oximetry, a widely accepted method for non-invasive estimation of arterial
oxygen saturation (SpO 2) and pulse rate (PR), is increasingly being adapted for mobile …
oxygen saturation (SpO 2) and pulse rate (PR), is increasingly being adapted for mobile …
Motion artefact reduction of the photoplethysmographic signal in pulse transit time measurement
Motion artefact is a common occurrence that contaminates photoplethysmographic (PPG)
measurements. To extract timing information from signals during artefact is challenging. PPG …
measurements. To extract timing information from signals during artefact is challenging. PPG …
Two-stage approach for detection and reduction of motion artifacts in photoplethysmographic data
R Krishnan, B Natarajan… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
Corruption of photopleythysmograms (PPGs) by motion artifacts has been a serious obstacle
to the reliable use of pulse oximeters for real-time, continuous state-of-health monitoring. In …
to the reliable use of pulse oximeters for real-time, continuous state-of-health monitoring. In …
Utilization of adaptive-coefficient estimation method for Motion artifacts reduction from photoplethysmographic signals
Modern pulse oximeters are employed in critical care units to measure the vital medical
parameters like heart rate and blood oxygen saturation levels. These devices work by …
parameters like heart rate and blood oxygen saturation levels. These devices work by …