ArticleSensors (Basel, Switzerland)2021
Non-Contact Oxygen Saturation Measurement Using YCgCr Color Space with an RGB Camera.
Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Skin Pigmentation Influence on Pulse Oximetry Accuracy: A Systematic Review and Bibliometric Analysis.Sensors (Basel, Switzerland) · 2022Pooled it
- Validity and Reliability of a Novel AI-Based System in Athletic Performance Assessment: The Case of DeepSport.Sensors (Basel, Switzerland) · 2025Article
- Channel attention pyramid network for remote physiological measurement.Scientific reports · 2025Article
- Continuous non-contact vital sign monitoring of neonates in intensive care units using RGB-D cameras.Scientific reports · 2025Article
- Validation of a Multi-Channel Ambient Sensor to Measure Vital Signs in Patients Within the Ward and at Home.Sensors (Basel, Switzerland) · 2025Observational
- Evaluating AI Methods for Pulse Oximetry: Performance, Clinical Accuracy, and Comprehensive Bias Analysis.Bioengineering (Basel, Switzerland) · 2024Article
- Generic FPGA Pre-Processing Image Library for Industrial Vision Systems.Sensors (Basel, Switzerland) · 2024Article
- Pulse oximetry in pediatric care: Balancing advantages and limitations.World journal of clinical pediatrics · 2024Article
- A machine learning-based approach for constructing remote photoplethysmogram signals from video cameras.Communications medicine · 2024Article
- Leveraging 3D convolutional neural network and 3D visible-near-infrared multimodal imaging for enhanced contactless oximetry.Journal of biomedical optics · 2024Article
- CL-SPO2Net: Contrastive Learning Spatiotemporal Attention Network for Non-Contact Video-Based SpO2 Estimation.Bioengineering (Basel, Switzerland) · 2024Article
- Notch RGB-camera based SpOBiomedical optics express · 2024Article
- Non-Contact Measurement of Blood Oxygen Saturation Using Facial Video Without Reference Values.IEEE journal of translational engineering in health and medicine · 2024Article
- Using Contactless Facial Image Recognition Technology to Detect Blood Oxygen Saturation.Bioengineering (Basel, Switzerland) · 2023Article
- Contactless SpOBiomedical optics express · 2022Article
- A non-contact oxygen saturation detection method based on dynamic spectrum.Infrared physics & technology · 2022Article
- Robust Template Matching Using Multiple-Layered Absent Color Indexing.Sensors (Basel, Switzerland) · 2022Article
- Face Biometric Spoof Detection Method Using a Remote Photoplethysmography Signal.Sensors (Basel, Switzerland) · 2022Article
- Cryptography-Based Medical Signal Securing Using Improved Variation Mode Decomposition with Machine Learning Techniques.Computational intelligence and neuroscience · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Oxygen saturation (SPO
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.