Evidence map›Paper›PMID 41112783›Full record

ArticleBiomedical optics express2025

High-throughput hyperspectral fluorescence imaging using a high-speed silicon photomultiplier array.

Chi Z Huang, Vincent D Ching-Roa, Connor M Heckman, Sherrif F Ibrahim, Michael G Giacomelli

Abstract read
In one paragraph

Article in Biomedical optics express, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Chi Z HuangDepartment of Biomedical Engineering, University of Rochester, 207 Goergen Hall, Box 270168, Rochester, NY 14627, USA.ORCID https://orcid.org/0009-0002-5555-1232
Vincent D Ching-RoaDepartment of Biomedical Engineering, University of Rochester, 207 Goergen Hall, Box 270168, Rochester, NY 14627, USA.ORCID https://orcid.org/0000-0003-3836-534X
Connor M HeckmanDepartment of Biomedical Engineering, University of Rochester, 207 Goergen Hall, Box 270168, Rochester, NY 14627, USA.
Sherrif F IbrahimRochester Dermatologic Surgery, PC, 7400 Pittsford Victor Rd Suite A, Victor, NY 14564, USA.
Michael G GiacomelliDepartment of Biomedical Engineering, University of Rochester, 207 Goergen Hall, Box 270168, Rochester, NY 14627, USA.ORCID https://orcid.org/0000-0002-2570-0770

Funding

Two photon fluorescence microscopy for dermatologic surgery and biopsyR37CA258376 · NCI · UNIVERSITY OF ROCHESTER · PI Michael Gene Giacomelli · 2021 to 2026
$2.0M
NCI NIH HHS R37 CA258376
6 · The paper itself

Abstract

High-speed multiplex imaging of fluorescent probes is limited by a combination of spectral resolution, sensitivity, high cost, and low light throughput of detectors and filters. In this work, we present a hyperspectral detection system based on a silicon photomultiplier array that enables high-speed, high-light-throughput hyperspectral imaging at low cost. We demonstrate 16 spectral channel imaging at 50 MP/s (800M spectra per second) with a conventional two-photon microscope combined with a generalized spectral unmixing model that enables the extraction of spectrally overlapping fluorophores. We show that the high spectral resolution combined with high detection throughput enables the multiplexing of multiple contrast agents as well as the detection of subtle spectral shifts associated with molecular binding. Silicon photomultiplier arrays may be a promising method to extend multiplex fluorescence imaging in a variety of scenarios.

Identifiers

PMID41112783
PMCPMC12532339

What OpenQuestion holds

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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.