GitHub

Using an Arduino Uno and a MAX30105 sensor to gather data; SpO2 value calculated by running data through a MATLAB algorithm which implements a linear regression.

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GitHub

Heart Rate with the MAXIM 30102 sensor.

Measuring heart rate with the MAX30102, using the SpO2 configuration. The MAX30102 is a nice sensor made by MAXIM INTEGRATED and it is really useful and fun. In this simple project, I used it to ...
Europe PMC

Developing probabilistic ensemble machine learning models for home-based sleep apnea screening using overnight SpO2 data at varying data granularity.

This study aims to develop sleep apnea screening models with overnight SpO2 data, and to investigate the impact of the SpO2 data granularity on model performance. Our models demonstrated good to ...
Europe PMC

Developing Probabilistic Ensemble Machine Learning Models for Home-Based Sleep Apnea Screening using Overnight SpO2 Data at Varying Data Granularity

Purpose This study aims to develop sleep apnea screening models using a large clinical sleep dataset of SpO2 data, with the goal of achieving better performance and generalizability compared to ...
IEEE

Developing Sleep Apnea Screening Models Compatible with Low-Resolution SpO2 Data

Abstract: Sleep apnea is a common sleep disorder which has severe health consequence in the long term. Existing sleep apnea screening models rely on high-resolution physiological signals that are ...