Evidence mapPaperPMID 41681850Full record

ArticleCancers2026

Machine Learning Radiomics in Computed Tomography for Prediction of Tumor and Nodal Stages in Colorectal Cancer.

Lara de Souza Moreno, Tony Alexandre Medeiros da Silva, Mayra Veloso Ayrimoraes Soares, João Luiz Azevedo de Carvalho, Fabio Pittella-Silva

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

5 authors.

Lara de Souza MorenoLaboratory of Molecular Pathology of Cancer, Faculty of Health Sciences, University of Brasília, Brasília 70910-900, DF, Brazil.
Tony Alexandre Medeiros da SilvaDepartment of Informatics, Goiano Federal Institute, Ipameri 75780-000, GO, Brazil.ORCID 0000-0001-5895-8439
Mayra Veloso Ayrimoraes SoaresLaboratory of Molecular Pathology of Cancer, Faculty of Health Sciences, University of Brasília, Brasília 70910-900, DF, Brazil.ORCID 0000-0003-0796-5123
João Luiz Azevedo de CarvalhoDepartment of Electrical Engineering, University of Brasília, Brasília 70910-900, DF, Brazil.ORCID 0000-0002-6485-6380
Fabio Pittella-SilvaLaboratory of Molecular Pathology of Cancer, Faculty of Health Sciences, University of Brasília, Brasília 70910-900, DF, Brazil.ORCID 0000-0002-9644-7098

Funding

Fundação de Apoio à Pesquisa do Distrito Federal (FAPDF) Grant No. 00193-00002146/2023-38National Council for Scientific and Technological Development (CNPq) Grant No. 406890/2022-6
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

colorectal cancercomputed tomographymachine learningnodal metastasisradiomicstumor staging

Identifiers

PMID41681850
PMCPMC12897438

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.