Evidence map›Paper›PMID 36909466›Full record

ArticlebioRxiv : the preprint server for biology2023

Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical context.

Leon Y Cai, Ho Hin Lee, Nancy R Newlin, Cailey I Kerley, Praitayini Kanakaraj, Qi Yang, Graham W Johnson, Daniel Moyer, Kurt G Schilling, Fran Cois Rheault and 1 more

Full text readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Leon Y CaiDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
Ho Hin LeeDepartment of Computer Science, Vanderbilt University, Nashville, TN, USA.
Nancy R NewlinDepartment of Computer Science, Vanderbilt University, Nashville, TN, USA.
Cailey I KerleyDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA.
Praitayini KanakarajDepartment of Computer Science, Vanderbilt University, Nashville, TN, USA.
Qi YangDepartment of Computer Science, Vanderbilt University, Nashville, TN, USA.
Graham W JohnsonDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
Daniel MoyerDepartment of Computer Science, Vanderbilt University, Nashville, TN, USA.
Kurt G SchillingDepartment of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
Fran Cois RheaultDepartment of Computer Science, Université de Sherbrooke, Sherbrooke, Quebec, Canada.
Bennett A LandmanDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.

Funding

MEDICAL SCIENTIST TRAINING PROGRAMT32GM007347 · NIGMS · VANDERBILT UNIVERSITY · PI WILLIAMS, CHRISTOPHER S. · 1985 to 2023
$26.3M
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
Research Project: Sensory and Multisensory Contributions to AutismU54HD083211 · NICHD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI DYKENS, ELISABETH MAY · 2015 to 2019
$7.1M
Controlling Quality and Capturing Uncertainty in Advanced Diffusion Weighted MRIR01EB017230 · NIBIB · VANDERBILT UNIVERSITY · PI LANDMAN, BENNETT A. · 2015 to 2024
$5.1M
Identifying Modifiable Risk and Protective Factors for Neurocognitive Complications of Pediatric Type 1 DiabetesU34DK123895 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI JASER, SARAH SANDERS, JORDAN, LORI CHAFFIN · 2019 to 2020
$732k
Planning for a Cohort Study on Neurocognitive Complication of Type 1 Diabetes in ChildrenU34DK123894 · NIDDK · UNIVERSITY OF CALIFORNIA AT DAVIS · PI GHETTI, SIMONA, GLASER, NICOLE S · 2019 to 2020
$719k
Microstructure and connectivity modeling from the cortex to the spinal cord in Multiple SclerosisK01EB032898 · NIBIB · VANDERBILT UNIVERSITY MEDICAL CENTER · PI SCHILLING, KURT G · 2022 to 2025
$630k
NIBIB NIH HHS K01 EB032898NIBIB NIH HHS R01 EB017230NICHD NIH HHS P50 HD103537NICHD NIH HHS U54 HD083211NIDDK NIH HHS U34 DK123894NIDDK NIH HHS U34 DK123895NIGMS NIH HHS T32 GM007347
6 · The paper itself

Abstract

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

Indexed as

bundlesconnectomicsconvolutional-recurrent neural networksdiffusion MRIT1-weighted MRItractographywhite matter

Identifiers

PMID36909466
PMCPMC10002661

What OpenQuestion holds

Textfull text, public
LicenceCC BY
reference markers read3
measurements read15
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.