Evidence map›Paper›PMID 39857036›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Information Geometry and Manifold Learning: A Novel Framework for Analyzing Alzheimer's Disease MRI Data.

Ömer Akgüller, Mehmet Ali Balcı, Gabriela Cioca

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Ömer AkgüllerDepartment of Mathematics, Faculty of Science, Mugla Sitki Kocman University, Muğla 48000, Turkey.ORCID 0000-0002-7061-2534
Mehmet Ali BalcıDepartment of Mathematics, Faculty of Science, Mugla Sitki Kocman University, Muğla 48000, Turkey.ORCID 0000-0003-1465-7153
Gabriela CiocaPreclinical Department, Faculty of Medicine, Lucian Blaga University of Sibiu, 550024 Sibiu, Romania.ORCID 0000-0003-1165-1389

Funding

Lucian Blaga University of Sibiu LBUS-IRG-2024
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

impairment classesinformation geometrymanifold learningstatistical manifold

Identifiers

PMID39857036
PMCPMC11763731

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.