Evidence map›Paper›PMID 41827790›Full record

ArticleCancers2026

Improving Brain Tumor Detection by Cortical Surface and Vessels Segmentation Through RGB-to-HSI Transfer Learning.

Guillermo Vazquez, Alberto Martín-Pérez, Angel Perez-Nuñez, Alfonso Lagares, Eduardo Juarez, Cesar Sanz

Abstract read
In one paragraph

Article in Cancers, 2026. 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

6 authors.

Guillermo VazquezResearch Center on Software Technologies and Multimedia Systems, Universidad Politécnica de Madrid (UPM), 28031 Madrid, Spain.ORCID 0000-0001-5821-0877
Alberto Martín-PérezResearch Center on Software Technologies and Multimedia Systems, Universidad Politécnica de Madrid (UPM), 28031 Madrid, Spain.ORCID 0000-0003-4715-6814
Angel Perez-NuñezNeurosurgery Department, Hospital Universitario 12 de Octubre, 28041 Madrid, Spain.ORCID 0000-0002-2391-6586
Alfonso LagaresNeurosurgery Department, Hospital Universitario 12 de Octubre, 28041 Madrid, Spain.ORCID 0000-0003-3996-0554
Eduardo JuarezResearch Center on Software Technologies and Multimedia Systems, Universidad Politécnica de Madrid (UPM), 28031 Madrid, Spain.ORCID 0000-0002-6096-1511
Cesar SanzResearch Center on Software Technologies and Multimedia Systems, Universidad Politécnica de Madrid (UPM), 28031 Madrid, Spain.ORCID 0000-0002-2411-9132

Funding

the European project STRATUM no. 101137416
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cortical segmentationhyperspectralsegmentationtransfer learningvessel segmentation

Identifiers

PMID41827790
PMCPMC12984245

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.