ArticleSensors (Basel, Switzerland)2020
Heartbeat Detection by Laser Doppler Vibrometry and Machine Learning.
Article in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed.
- Automated measurement of left ventricular ejection time via contactless suprasternal notch laser vibrometry.Scientific reports · 2026Article
- Unobtrusive Sensing at Home Towards Healthcare 5.0: Technologies, Applications, and Future Directions.Biosensors · 2026Review
- Development of remote radar based vital sign acquisition for emergency department patient triage.Frontiers in medical technology · 2026Article
- An Improved Vital Signal Extraction Method Based on Laser Doppler Effect.Sensors (Basel, Switzerland) · 2024Article
- Model-based estimation of heart movements using microwave Doppler radar sensor.Journal of physiological anthropology · 2024Article
- A novel smart photoelectric lock system: Speech transmitted by laser and speech to text.Heliyon · 2023Article
- Non-invasive sensor methods used in monitoring newborn babies after birth, a clinical perspective.Maternal health, neonatology and perinatology · 2022Article
- Initial Study Using Electrocardiogram for Authentication and Identification.Sensors (Basel, Switzerland) · 2022Article
- Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview.Frontiers in physiology · 2022Review
- Emotion Recognition Based on Skin Potential Signals with a Portable Wireless Device.Sensors (Basel, Switzerland) · 2021Article
- Development of a High-Resolution All-Fiber Homodyne Laser Doppler Vibrometer.Sensors (Basel, Switzerland) · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
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.