Evidence map›Paper›PMID 37325190›Full record

ArticleJournal of biomedical optics2023

Scalable, modular continuous wave functional near-infrared spectroscopy system (Spotlight).

Daniel Anaya, Gautam Batra, Peter Bracewell, Ryan Catoen, Dev Chakraborty, Mark Chevillet, Pradeep Damodara, Alvin Dominguez, Laurence Emms, Zifan Jiang and 20 more

Open access · goldAbstract read
In one paragraph

Article in Journal of biomedical optics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.9field-weighted citation impact, top 14% of its field
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

10 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Advances in Wearable Bioimaging.Advanced materials (Deerfield Beach, Fla.) · 2026
    Review
  3. Article
  4. Review
  5. Article
  6. Review
  7. Article
  8. A Deep-Learning Empowered, Real-Time Processing Platform of fNIRS/DOT for Brain Computer Interfaces and Neurofeedback.IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society · 2025
    Article
  9. Article
  10. 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

30 authors at 1 institution in 1 country.

Daniel AnayaMeta Platforms, Inc., Menlo Park, California, United States.
Gautam BatraMeta Platforms, Inc., Menlo Park, California, United States.
Peter BracewellMeta Platforms, Inc., Menlo Park, California, United States.
Ryan CatoenMeta Platforms, Inc., Menlo Park, California, United States.
Dev ChakrabortyMeta Platforms, Inc., Menlo Park, California, United States.ORCID 0009-0008-0471-0014
Mark ChevilletMeta Platforms, Inc., Menlo Park, California, United States.
Pradeep DamodaraMeta Platforms, Inc., Menlo Park, California, United States.ORCID 0000-0003-3059-966X
Alvin DominguezMeta Platforms, Inc., Menlo Park, California, United States.
Laurence EmmsMeta Platforms, Inc., Menlo Park, California, United States.ORCID 0009-0006-3182-3079
Zifan JiangMeta Platforms, Inc., Menlo Park, California, United States.ORCID 0000-0002-3570-9461
Ealgoo KimMeta Platforms, Inc., Menlo Park, California, United States.
Keith KlumbMeta Platforms, Inc., Menlo Park, California, United States.
Frances LauMeta Platforms, Inc., Menlo Park, California, United States.
Rosemary LeMeta Platforms, Inc., Menlo Park, California, United States.
Jamie LiMeta Platforms, Inc., Menlo Park, California, United States.ORCID 0000-0002-8551-8583
Brett MateoMeta Platforms, Inc., Menlo Park, California, United States.
Laura MatloffMeta Platforms, Inc., Menlo Park, California, United States.
Asha MehtaMeta Platforms, Inc., Menlo Park, California, United States.
Emily M MuglerMeta Platforms, Inc., Menlo Park, California, United States.
Akansh MurthyMeta Platforms, Inc., Menlo Park, California, United States.
Sho NakagomeMeta Platforms, Inc., Menlo Park, California, United States.
Ryan OrendorffMeta Platforms, Inc., Menlo Park, California, United States.
E-Fann SaungMeta Platforms, Inc., Menlo Park, California, United States.
Roland SchwarzMeta Platforms, Inc., Menlo Park, California, United States.
Ruben SethiMeta Platforms, Inc., Menlo Park, California, United States.
Rudy SevileMeta Platforms, Inc., Menlo Park, California, United States.
Ajay SrivastavaMeta Platforms, Inc., Menlo Park, California, United States.
John SundbergMeta Platforms, Inc., Menlo Park, California, United States.
Ying YangMeta Platforms, Inc., Menlo Park, California, United States.
Allen YinMeta Platforms, Inc., Menlo Park, California, United States.
Meta (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significance: We present a fiberless, portable, and modular continuous wave-functional near-infrared spectroscopy system, Spotlight, consisting of multiple palm-sized modules-each containing high-density light-emitting diode and silicon photomultiplier detector arrays embedded in a flexible membrane that facilitates optode coupling to scalp curvature. Aim: Spotlight's goal is to be a more portable, accessible, and powerful functional near-infrared spectroscopy (fNIRS) device for neuroscience and brain-computer interface (BCI) applications. We hope that the Spotlight designs we share here can spur more advances in fNIRS technology and better enable future non-invasive neuroscience and BCI research. Approach: We report sensor characteristics in system validation on phantoms and motor cortical hemodynamic responses in a human finger-tapping experiment, where subjects wore custom 3D-printed caps with two sensor modules. Results: The task conditions can be decoded offline with a median accuracy of 69.6%, reaching 94.7% for the best subject, and at a comparable accuracy in real time for a subset of subjects. We quantified how well the custom caps fitted to each subject and observed that better fit leads to more observed task-dependent hemodynamic response and better decoding accuracy. Conclusions: The advances presented here should serve to make fNIRS more accessible for BCI applications.

Indexed as

HemodynamicsSpectroscopy, Near-InfraredHandHumansbrain–computer interfacediffuse optical tomographyfunctional near-infrared spectroscopy

Identifiers

PMID37325190
PMCPMC10261976
OpenAlexW4380538218

What OpenQuestion holds

Textmetadata
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.