ArticleNanophotonics (Berlin, Germany)2026
Development of a Lensless Compact Optical System for Ultrasensitive Nanomaterial Detection in Liquid Media via Exploiting Multiple Light Scattering.
Article in Nanophotonics (Berlin, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Accurate detection of nanoparticles in liquids is essential across drug delivery, diagnostics, and environmental monitoring. Dynamic light scattering (DLS), the current gold-standard technique, relies on single-scattering events and requires prior knowledge of sample temperature and optical properties, limiting its sensitivity at low particle concentrations and increasing system cost and complexity. Here, we present a lensless, cost-effective speckle-based method that exploits multiple light scattering to overcome these limitations. A custom-machined aluminum sample holder uniformly illuminates the entire sample volume with a randomized coherent light field via repeated diffuse reflections. Subtle nanoparticle motions modulate the phase of the scattered light, producing time-varying speckle patterns captured by a CMOS camera without any imaging optics. Temporal correlation analysis of the speckle time series quantifies nanoparticle dynamics without requiring prior sample information. The method detects nanoparticles at concentrations as low as 10
Indexed as
Identifiers
What Socratic 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 Socratic graph.