Evidence map›Paper›PMID 41890589›Full record

ArticleFrontiers in neuroscience2026

Data-driven classification of tissue water populations by massively multidimensional diffusion-relaxation correlation MRI.

Omar Narvaez, Maxime Yon, Raimo A Salo, Jenni Kyyriäinen, Melina Estela, Ekaterina Paasonen, Ville Leinonen, Juhana Hakumäki, Frederik Laun, Daniel Topgaard and 1 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. bioRxiv : the preprint server for biology · 2023
    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

11 authors.

Omar NarvaezA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Maxime YonA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Raimo A SaloA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Jenni KyyriäinenA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Melina EstelaA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Ekaterina PaasonenA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Ville LeinonenInstitute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland.
Juhana HakumäkiInstitute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland.
Frederik LaunInstitute of Radiology, University Hospital Erlangen, Erlangen, Germany.
Daniel TopgaardDepartment of Chemistry, Lund University, Lund, Sweden.
Alejandra SierraA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Massively multidimensional diffusion-relaxation correlation MRI provides detailed information on tissue microstructure by analyzing water populations at a sub-voxel level. This method correlates frequency-dependent tensor-valued diffusion MRI with longitudinal and transverse relaxation rates, generating non-parametric

Indexed as

data-driven classificationdiffusion-relaxationfrequency-dependent diffusionmultidimensional MRItensor valued encoding

Identifiers

PMID41890589
PMCPMC13013452

What OpenQuestion holds

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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.