Evidence map›Paper›PMID 41451395›Full record

ArticleProceedings of SPIE--the International Society for Optical Engineering2025

Tractography enhancement in clinically-feasible diffusion MRI using T1-weighted MRI and anatomical context.

Jongyeon Yoon, Elyssa M McMaster, Chloe Cho, Kurt G Schilling, Bennett A Landman, Daniel Moyer

Abstract read
In one paragraph

Article in Proceedings of SPIE--the International Society for Optical Engineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Personalized White Matter Bundle Segmentation for Early Childhood.Proceedings of SPIE--the International Society for Optical Engineering · 2026
    Article
  3. Modeling a Shared Reality of Tractography through Varied Structural Imaging.Proceedings of SPIE--the International Society for Optical Engineering · 2026
    Article
  4. Fully Differentiable dMRI Streamline Propagation in PyTorch.Proceedings of SPIE--the International Society for Optical Engineering · 2026
    Article
  5. 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

6 authors.

Jongyeon YoonDepartment of Computer Science, Vanderbilt University, Nashville, TN, USA.
Elyssa M McMasterVanderbilt Institute for Surgery and Engineering, Vanderbilt University, Nashville, TN, USA.
Chloe ChoVanderbilt Institute for Surgery and Engineering, Vanderbilt University, Nashville, TN, USA.
Kurt G SchillingVanderbilt Institute for Surgery and Engineering, Vanderbilt University, Nashville, TN, USA.
Bennett A LandmanDepartment of Computer Science, Vanderbilt University, Nashville, TN, USA.
Daniel MoyerDepartment of Computer Science, Vanderbilt University, Nashville, TN, USA.

Funding

Vanderbilt Institute for Clinical and Translational Research (VICTR) -Identifying correlates of functional immunity in SARS-CoV-2 convalescent plasmaUL1TR002243 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Paul A. Harris, Wesley H Self · 2017 to 2026
$130.7M
MVP Data Integration into the ADSP Phenotype Harmonization ConsortiumU24AG074855 · NIA · VANDERBILT UNIVERSITY MEDICAL CENTER · PI CUCCARO, MICHAEL L, HOHMAN, TIMOTHY J · 2021 to 2025
$37.5M
Overall: Eunice Kennedy Shriver Intellectual and Developmental Disabilities Research Center at VanderbiltP50HD103537 · NICHD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Jeffrey L Neul · 2020 to 2026
$10.3M
Controlling Quality and Capturing Uncertainty in Advanced Diffusion Weighted MRIR01EB017230 · NIBIB · VANDERBILT UNIVERSITY · PI LANDMAN, BENNETT A. · 2015 to 2024
$5.1M
NCATS NIH HHS UL1 TR002243NIA NIH HHS U24 AG074855NIBIB NIH HHS R01 EB017230NICHD NIH HHS P50 HD103537
6 · The paper itself

Abstract

Diffusion MRI (dMRI) streamline tractography is the gold-standard for

Indexed as

bundlesConvolutional Recurrent neural networkDiffusion MRIT1-weighted MRITractographywhite matter

Identifiers

PMID41451395
PMCPMC12734759

What OpenQuestion holds

Textmetadata
LicenceTDM
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.