Evidence map›Paper›PMID 35748188›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2022

Imaging Dynamics Beneath Turbid Media via Parallelized Single-Photon Detection.

Shiqi Xu, Xi Yang, Wenhui Liu, Joakim Jönsson, Ruobing Qian, Pavan Chandra Konda, Kevin C Zhou, Lucas Kreiß, Haoqian Wang, Qionghai Dai and 2 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Imaging Dynamics Beneath Turbid Media via Parallelized Single-Photon Detection.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2022
    Article
  5. Article
  6. 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

12 authors.

Shiqi XuDepartment of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.ORCID 0000-0002-8450-9001
Xi YangDepartment of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Wenhui LiuDepartment of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Joakim JönssonDivision of Combustion Physics, Department of Physics, Lund University, Lund, 22100, Sweden.
Ruobing QianDepartment of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Pavan Chandra KondaDepartment of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Kevin C ZhouDepartment of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Lucas KreißDepartment of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Haoqian WangTsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China.
Qionghai DaiDepartment of Automation, Tsinghua University, Beijing, 100084, China.
Edouard BerrocalDivision of Combustion Physics, Department of Physics, Lund University, Lund, 22100, Sweden.
Roarke HorstmeyerDepartment of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.

Funding

Opto-Crown: Transparent skulls with embedded optics for cortex-wide cellular resolution imaging in freely moving miceRF1NS113287 · NINDS · UNIVERSITY OF MINNESOTA · PI BOYDEN, EDWARD S., KODANDARAMAIAH, SUHASA B · 2019 to 2019
$2.0M
Air Force Research Laboratory FA9550Hartwell FoundationNINDS NIH HHS RF1 NS113287NINDS NIH HHS RF1NS113287
6 · The paper itself

Abstract

Noninvasive optical imaging through dynamic scattering media has numerous important biomedical applications but still remains a challenging task. While standard diffuse imaging methods measure optical absorption or fluorescent emission, it is also well-established that the temporal correlation of scattered coherent light diffuses through tissue much like optical intensity. Few works to date, however, have aimed to experimentally measure and process such temporal correlation data to demonstrate deep-tissue video reconstruction of decorrelation dynamics. In this work, a single-photon avalanche diode array camera is utilized to simultaneously monitor the temporal dynamics of speckle fluctuations at the single-photon level from 12 different phantom tissue surface locations delivered via a customized fiber bundle array. Then a deep neural network is applied to convert the acquired single-photon measurements into video of scattering dynamics beneath rapidly decorrelating tissue phantoms. The ability to reconstruct images of transient (0.1-0.4 s) dynamic events occurring up to 8 mm beneath a decorrelating tissue phantom with millimeter-scale resolution is demonstrated, and it is highlighted how the model can flexibly extend to monitor flow speed within buried phantom vessels.

Indexed as

Optical ImagingPhotonsPhantoms, Imagingdeep imagingdynamic scatteringsingle-photon avalanche diode array

Identifiers

PMID35748188
PMCPMC9404405

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.