Evidence map›Paper›PMID 40404833›Full record

ArticleScientific reports2025

Design, assembly, alignment and application of a versatile, open-source, single-pixel microscope.

Samuel I Zapata-Valencia, Heberley Tobón-Maya, Luis Ordoñez, Andrea Farina, Jesús Lancis, Enrique Tajahuerce

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Samuel I Zapata-Valencia *Institute of New Imaging Technologies (INIT), Universitat Jaume I, Castelló de la Plana, 12071, Spain. szapata@uji.es.
Heberley Tobón-Maya *Institute of New Imaging Technologies (INIT), Universitat Jaume I, Castelló de la Plana, 12071, Spain.
Luis OrdoñezInstitute of New Imaging Technologies (INIT), Universitat Jaume I, Castelló de la Plana, 12071, Spain.
Andrea FarinaDipartimento di Fisica, Politecnico di Milano, Piazza L. da Vinci 32, Milan, 20133, Italy.
Jesús LancisInstitute of New Imaging Technologies (INIT), Universitat Jaume I, Castelló de la Plana, 12071, Spain.
Enrique TajahuerceInstitute of New Imaging Technologies (INIT), Universitat Jaume I, Castelló de la Plana, 12071, Spain.

Funding

European Commission 101072354European Regional Development Fund Grant PID2022-142907OB-I00
6 · The paper itself

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.

Indexed as

Computational imagingMicroscopyOpen-source designSingle-pixel imaging

Identifiers

PMID40404833
PMCPMC12098991

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Registered trials

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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.