ArticleIEEE journal of biomedical and health informatics2021
Estimation of Instantaneous Oxygen Uptake During Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor.
Article in IEEE journal of biomedical and health informatics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
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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
12 citing papers in PubMed, 44 citations in OpenAlex.
- AI-based prediction of VONPJ microgravity · 2025Article
- Oxygen Uptake Prediction for Timely Construction Worker Fatigue Monitoring Through Wearable Sensing Data Fusion.Sensors (Basel, Switzerland) · 2025Article
- Estimating V̇OFrontiers in sports and active living · 2025Article
- Wearable multimodal sensing for quantifying the cardiovascular autonomic effects of levodopa in parkinsonism.Frontiers in network physiology · 2025Article
- Use of Wearable Devices for Peak Oxygen Consumption Measurement in Clinical Cardiology: Case Report and Literature Review.Interactive journal of medical research · 2023Article
- Heart Rate Variability Based Estimation of Maximal Oxygen Uptake in Athletes Using Supervised Regression Models.Sensors (Basel, Switzerland) · 2023Article
- Wrist ballistocardiography and invasively recorded blood pressure in healthy volunteers during reclining bike exercise.Frontiers in physiology · 2023Article
- Towards Wearable Estimation of Tidal Volume via Electrocardiogram and Seismocardiogram Signals.IEEE sensors journal · 2022Article
- Estimation of Changes in Intracardiac Hemodynamics Using Wearable Seismocardiography and Machine Learning in Patients With Heart Failure: A Feasibility Study.IEEE transactions on bio-medical engineering · 2022Article
- Respiratory Rate Estimation Using U-Net-Based Cascaded Framework From Electrocardiogram and Seismocardiogram Signals.IEEE journal of biomedical and health informatics · 2022Article
- Enhancing instantaneous oxygen uptake estimation by non-linear model using cardio-pulmonary physiological and motion signals.Frontiers in physiology · 2022Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
objectiveTo estimate instantaneous oxygen uptake VO
methodsIn this study, subjects performed a treadmill protocol in a controlled environment and an outside walking protocol in an uncontrolled environment. During testing, the COSMED K5 metabolic system collected gold standard breath-by-breath (BxB) data and a custom-built wearable patch placed on the mid-sternum collected SCG, ECG and AP signals. We extracted features from these signals to estimate the BxB VO
resultsIn estimating instantaneous VO
conclusionSCG, ECG and AP signals from a small wearable patch can enable accurate estimation of instantaneous VO SIGNIFICANCE: Accurate estimation of VO
Indexed as
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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.