Evidence map›Paper›PMID 41869291›Full record

ArticleResearch (Washington, D.C.)2026

High-Speed, Pixel-Super-resolved Compressive Second Near-Infrared Fluorescence In Vivo Imaging.

Zhen Pan, Dalong Qi, Hongxin Zhang, Jiali Yao, Long Cheng, Ning Xu, Chengyu Zhou, Wenzhang Lin, Hongmei Ma, Yunhua Yao and 5 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Research (Washington, D.C.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

15 authors.

Zhen PanState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.
Dalong QiState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.ORCID https://orcid.org/0000-0003-3678-9819
Hongxin ZhangLaboratory of Advanced Materials, Department of Chemistry, College of Smart Materials and Future Energy, State Key Laboratory of Molecular Engineering of Polymers, Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials, Fudan University, Shanghai 200433, China.ORCID https://orcid.org/0000-0002-1934-2049
Jiali YaoCollege of Science, Shanghai Institute of Technology, Shanghai 201418, China.
Long ChengState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.
Ning XuState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.
Chengyu ZhouState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.
Wenzhang LinState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.
Hongmei MaState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.
Yunhua YaoState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.ORCID https://orcid.org/0000-0002-1894-1867
Yuecheng ShenState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.ORCID https://orcid.org/0000-0003-1990-8142
Lianzhong DengState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.ORCID https://orcid.org/0000-0002-6252-506X
Fan ZhangLaboratory of Advanced Materials, Department of Chemistry, College of Smart Materials and Future Energy, State Key Laboratory of Molecular Engineering of Polymers, Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials, Fudan University, Shanghai 200433, China.ORCID https://orcid.org/0000-0001-7886
Zhenrong SunState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.
Shian ZhangState Key Laboratory of Precision Spectroscopy, School of Physics, East China Normal University, Shanghai 200062, China.ORCID https://orcid.org/0000-0003-3168

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Conventional second near-infrared (NIR-II; 1,000 to 1,700 nm) fluorescence imaging cannot simultaneously achieve a high signal-to-noise ratio and motion-artifact-free capture of rapid physiological dynamics. Here, we introduce NIR-II compressive fluorescence imaging (COFI), a high-speed, pixel-super-resolved compressive imaging technique that encodes dynamics into single frames using a high-speed spatial light modulator and a low-frame-rate NIR-II camera. A hybrid reconstruction algorithm integrating a denoising convolutional neural network with an enhanced super-resolution generative adversarial network subsequently restores high-fidelity videos. The system achieves 3.3 kiloframes per second with a space-bandwidth-time product of 4.22 × 10

Identifiers

PMID41869291
PMCPMC13000113

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.