Evidence map›Paper›PMID 35692628›Full record

ArticleNeurophotonics2022

Multivariate Kalman filter regression of confounding physiological signals for real-time classification of fNIRS data.

Antonio Ortega-Martinez, Alexander Von Lühmann, Parya Farzam, De'Ja Rogers, Emily M Mugler, David A Boas, Meryem A Yücel

Open access · goldAbstract read
In one paragraph

Article in Neurophotonics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
3.0field-weighted citation impact, top 8% 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

16 citing papers in PubMed, 21 citations in OpenAlex.

  1. Article
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  4. 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
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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

7 authors at 2 institutions in 2 countries.

Antonio Ortega-MartinezBoston University Neurophotonics Center, Boston, Massachusetts, United States.ORCID https://orcid.org/0000-0003-3296-4341
Alexander Von LühmannBoston University Neurophotonics Center, Boston, Massachusetts, United States.ORCID https://orcid.org/0000-0002-4995-293X
Parya FarzamBoston University Neurophotonics Center, Boston, Massachusetts, United States.
De'Ja RogersBoston University Neurophotonics Center, Boston, Massachusetts, United States.
Emily M MuglerFacebook Reality Labs Research, Menlo Park, California, United States.
David A BoasBoston University Neurophotonics Center, Boston, Massachusetts, United States.ORCID https://orcid.org/0000-0002-6709-7711
Meryem A YücelBoston University Neurophotonics Center, Boston, Massachusetts, United States.ORCID https://orcid.org/0000-0002-4291-2847
Boston University · USMeta (United States) · US

Funding

The Neuroscience of Everyday World- A novel wearable system for continuous measurement of brain functionU01EB029856 · NIBIB · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI BOAS, DAVID A, KIRAN, SWATHI · 2020 to 2024
$6.5M
Establishing an fNIRS Ecosystem for Open Software-Hardware DisseminationR24NS104096 · NINDS · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI BOAS, DAVID A · 2018 to 2021
$1.1M
NIBIB NIH HHS U01 EB029856NINDS NIH HHS R24 NS104096
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

brain–computer interfaceclassificationfunctional near-infrared spectroscopyKalmanreal-timeregressorstime-embedded canonical correlation analysis

Identifiers

PMID35692628
PMCPMC9174890
OpenAlexW4281697729

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.