ArticleBiomedical optics express2023
Design and validation of a convolutional neural network for fast, model-free blood flow imaging with multiple exposure speckle imaging.
Article in Biomedical optics express, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 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
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Who cites it
8 citing papers in PubMed.
- Real-time wavelet threshold denoising for laser speckle blood flow imaging.Scientific reports · 2026Article
- Non-ergodicity and noise-corrected diffuse speckle contrast analysis in deep tissue blood flow measurement.Biomedical optics express · 2025Article
- Choice of numerical implementation of spatial contrast calculation impacts microcirculation quantitation in laser speckle contrast imaging.Journal of biomedical optics · 2025Article
- Laser speckle contrast imaging with principal component and entropy analysis: a novel approach for depth-independent blood flow assessment.Frontiers of optoelectronics · 2025Article
- Quantum machine learning enhanced laser speckle analysis for precise speed prediction.Scientific reports · 2024Article
- Dynamic Light Scattering in Biomedical Applications: feature issue introduction.Biomedical optics express · 2024Article
- Improvements and validation of spatiotemporal speckle correlation model for rolling shutter speckle imaging.Biomedical optics express · 2024Article
- Neurophotonics: a comprehensive review, current challenges and future trends.Frontiers in neuroscience · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Multiple exposure speckle imaging has demonstrated its improved accuracy compared to single exposure speckle imaging for relative quantitation of blood flow
Identifiers
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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.