Evidence map›Paper›PMID 39863633›Full record

ArticleScientific reports2025

Ultra high density imaging arrays in diffuse optical tomography for human brain mapping improve image quality and decoding performance.

Zachary E Markow, Jason W Trobaugh, Edward J Richter, Kalyan Tripathy, Sean M Rafferty, Alexandra M Svoboda, Mariel L Schroeder, Tracy M Burns-Yocum, Karla M Bergonzi, Mark A Chevillet and 3 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Zachary E Markow *Mallinckrodt Institute of Radiology, Washington University School of Medicine, 4515 McKinley Ave., St. Louis, MO, 63110, USA. zemarkow@wustl.edu.
Jason W Trobaugh *Department of Electrical and Systems Engineering, Washington University in St. Louis, 1 Brookings Drive, St. Louis, MO, 63130, USA.
Edward J Richter *Department of Electrical and Systems Engineering, Washington University in St. Louis, 1 Brookings Drive, St. Louis, MO, 63130, USA.
Kalyan TripathyDepartment of Psychiatry, University of Pittsburgh Medical Center, 3811 O'Hara St, Pittsburgh, PA, 15213, USA.
Sean M RaffertyMallinckrodt Institute of Radiology, Washington University School of Medicine, 4515 McKinley Ave., St. Louis, MO, 63110, USA.
Alexandra M SvobodaCollege of Medicine, University of Cincinnati, 3230 Eden Ave., Cincinnati, OH, 45267, USA.
Mariel L SchroederDepartment of Speech, Language, and Hearing Sciences, Purdue University, 715 Clinic Drive, West Lafayette, IN, 47907, USA.
Tracy M Burns-YocumMallinckrodt Institute of Radiology, Washington University School of Medicine, 4515 McKinley Ave., St. Louis, MO, 63110, USA.
Karla M BergonziDepartment of Biomedical Engineering, Washington University in St. Louis, 1 Brookings Drive, St. Louis, MO, 63130, USA.
Mark A ChevilletMeta Reality Labs, 1 Hacker Way, Menlo Park, CA, 94025, USA.
Emily M MuglerMeta Reality Labs, 1 Hacker Way, Menlo Park, CA, 94025, USA.
Adam T EggebrechtMallinckrodt Institute of Radiology, Washington University School of Medicine, 4515 McKinley Ave., St. Louis, MO, 63110, USA.
Joseph P CulverMallinckrodt Institute of Radiology, Washington University School of Medicine, 4515 McKinley Ave., St. Louis, MO, 63110, USA. culverj@wustl.edu.

Funding

High-Sensitivity DOT for Mapping Human Brain FunctionR01NS090874 · NINDS · WASHINGTON UNIVERSITY · PI CULVER, JOSEPH P · 2014 to 2025
$5.5M
Wireless High-Density Diffuse Optical Tomography for Decoding Brain ActivityU01EB027005 · NIBIB · WASHINGTON UNIVERSITY · PI CULVER, JOSEPH P · 2018 to 2021
$2.7M
Naturalistic Brain Mapping in Children with Diffuse Optical TomographyR01EB034919 · NIBIB · WASHINGTON UNIVERSITY · PI JOSEPH P CULVER · 2023 to 2026
$2.2M
IMAGING BRAIN FUNCTION IN CHILDREN WITH AUTISM SPECTRUM DISORDERS WITH DIFFUSE OPTICAL TOMOGRAPHYK01MH103594 · NIMH · WASHINGTON UNIVERSITY · PI EGGEBRECHT, ADAM THOMAS · 2015 to 2019
$708k
Optical Tomography and Decoding for Communication via Brain-Computer InterfaceF31NS110261 · NINDS · WASHINGTON UNIVERSITY · PI MARKOW, ZACHARY E · 2019 to 2021
$75k
Meta Sponsored Academic Research AgreementNIBIB NIH HHS R01 EB034919NIBIB NIH HHS U01 EB027005NIH HHS F31NS110261NIH HHS K01MH103594NIH HHS U01EB027005NIMH NIH HHS K01 MH103594NINDS NIH HHS F31 NS110261NINDS NIH HHS R01 NS090874Washington University in St. Louis Cognitive, Computational, and Systems Neuroscience Fellowship
6 · The paper itself

Abstract

Functional magnetic resonance imaging (fMRI) has dramatically advanced non-invasive human brain mapping and decoding. Functional near-infrared spectroscopy (fNIRS) and high-density diffuse optical tomography (HD-DOT) non-invasively measure blood oxygen fluctuations related to brain activity, like fMRI, at the brain surface, using more-lightweight equipment that circumvents ergonomic and logistical limitations of fMRI. HD-DOT grids have smaller inter-optode spacing (~ 13 mm) than sparse fNIRS (~ 30 mm) and therefore provide higher image quality, with spatial resolution ~ 1/2 that of fMRI, when using the several source-detector distances (13-40 mm) afforded by the HD-DOT grid. Herein, simulations indicated reducing inter-optode spacing to 6.5 mm, creating a higher-density grid with more source-detector distances, would further improve image quality and noise-resolution tradeoff, with diminishing returns below 6.5 mm. We then constructed an ultra-high-density DOT system (6.5-mm spacing) with 140 dB dynamic range that imaged stimulus-evoked activations with 30-50% higher spatial resolution and repeatable multi-focal activity with excellent agreement with participant-matched fMRI. Further, this system decoded visual stimulus position with 19-35% lower error than previous HD-DOT, throughout occipital cortex.

Indexed as

BrainBrain MappingTomography, OpticalAdultFemaleHumansImage Processing, Computer-AssistedMagnetic Resonance ImagingMaleSpectroscopy, Near-InfraredBrainDiffuse opticsDOTfMRINeuroimagingNIRSOpticalOptical tomographyRetinotopy

Identifiers

PMID39863633
PMCPMC11762274

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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.