ArticleScientific reports2025
Design, assembly, alignment and application of a versatile, open-source, single-pixel microscope.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 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
2 citing papers in PubMed.
- High-speed hyperspectral single-pixel microscopy via line-scan detection with data fusion-based enhanced resolution.Communications engineering · 2026Article
- Hadamard based single-pixel microscopy using sensor-less adaptive optics supported by multi-actuator adaptive lens.Nature communications · 2025Article
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
Abstract
Single-pixel microscopy (SPM) is an emerging imaging technique in which a sample is illuminated with a series of micro-structured light patterns, typically generated by a digital micromirror device (DMD). After interaction with the sample, light is collected by a bucket detector, and the image is reconstructed through computational algorithms, such as basis transformations or compressive sensing. DMD achievable framerates and wide spectral range has allowed SPM to develop a wide range of applications, including polarization state analysis, phase imaging, and fluorescence lifetime measurements. To achieve optimal performance in these applications, a precise system configuration is required ensuring the effective projection of the structured light patterns. Nevertheless, the incorporation of a DMD introduces additional complexity, particularly in alignment, which can significantly affect system performance if not properly addressed. This work presents a comprehensive framework for the design, assembly, and alignment of a modular, open-source SPM system. The proposed procedures minimize aberrations introduced during construction and ensures the accurate projection of structured light patterns onto the sample. The modular design facilitates integration across multiple illumination sources and enables simultaneous brightfield transmission and reflection imaging. The proposed system achieves resolution near the diffraction limit, surpassing previous SPM configurations without requiring numerical or optical enhancement techniques. Performance validation through imaging experiments on both biological and non-biological samples demonstrates the system's robustness and versatility. By providing detailed design and assembly instructions, this work contributes to the openness and reproducibility of SPM and serves as a valuable resource for researchers aiming to build high-performance, customizable single-pixel imaging systems.
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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.