ArticlePhysiological measurement2024
pyPPG: a Python toolbox for comprehensive photoplethysmography signal analysis.
Article in Physiological measurement, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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
13 citing papers in PubMed, 34 citations in OpenAlex.
- Vascular waveform analysis using Bayesian pulse deconvolution.bioRxiv : the preprint server for biology · 2026Article
- Analysis of differential photoplethysmography signal patterns in apnea and hypopnea.Physiological measurement · 2026Article
- A quantitative, multimodal wearable bioelectronic device for comprehensive stress assessment and sub-classification.Nature communications · 2026Article
- Article
- Machine Learning-Based Identification of Patients with Elevated Central Venous Pressure Using Features Extracted from Photoplethysmography Waveforms.medRxiv : the preprint server for health sciences · 2025Article
- Mapping the physiological landscape of body movements during nocturnal sleep and wakefulness and their cardiovascular correlates with a wearable multi-sensor array.Scientific reports · 2025Article
- Machine Learning Prediction of Mean Arterial Pressure from the Photoplethysmography Waveform During Hemorrhagic Shock and Fluid Resuscitation.Sensors (Basel, Switzerland) · 2025Article
- Prescreening depression using wearable electrocardiogram and photoplethysmogram data from a psycholinguistic experiment.Physiological measurement · 2025Article
- Transforming label-efficient decoding of healthcare wearables with self-supervised learning and "embedded" medical domain expertise.Communications engineering · 2025Article
- The MSPTDfast photoplethysmography beat detection algorithm: design, benchmarking, and open-source distribution.Physiological measurement · 2025Article
- Feature extraction tool using temporal landmarks in arterial blood pressure and photoplethysmography waveforms.NPJ cardiovascular health · 2025Article
- Tissue mimicking materials and finger phantom design for pulse oximetry.Biomedical optics express · 2024Article
- Ten quick tips for electrocardiogram (ECG) signal processing.PeerJ. Computer science · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 3 countries.
Funding
Abstract
PubMed holds no abstract for this paper.
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.