Evidence map›Paper›PMID 40805254›Full record

ArticleCancers2025

Artificial Intelligence and Hysteroscopy: A Multicentric Study on Automated Classification of Pleomorphic Lesions.

Miguel Mascarenhas, Carla Peixoto, Ricardo Freire, Joao Cavaco Gomes, Pedro Cardoso, Inês Castro, Miguel Martins, Francisco Mendes, Joana Mota, Maria João Almeida and 6 more

Abstract read
In one paragraph

Article in Cancers, 2025. 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. Review
  2. Terminally exhausted CD8Frontiers in immunology · 2025
    Review
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

16 authors.

Miguel MascarenhasDepartment of Gastroenterology, São João University Hospital, 4200-319 Porto, Portugal.ORCID 0000-0002-0340-0830
Carla PeixotoDepartment of Gynecology, São João University Hospital, 4200-319 Porto, Portugal.
Ricardo FreireDepartment of Gynecology, Ambulatório Médico de Especialidades Barradas, São Paulo 6479200, Brazil.
Joao Cavaco GomesDepartment of Gynecology, São João University Hospital, 4200-319 Porto, Portugal.
Pedro CardosoDepartment of Gastroenterology, São João University Hospital, 4200-319 Porto, Portugal.ORCID 0000-0001-9427-5635
Inês CastroDepartment of Gynecology, Centro Materno-Infantil do Norte Dr. Albino Aroso (CMIN), Santo António University Hospital, 4050-651 Porto, Portugal.ORCID 0000-0001-7906-6130
Miguel MartinsDepartment of Gastroenterology, São João University Hospital, 4200-319 Porto, Portugal.
Francisco MendesDepartment of Gastroenterology, São João University Hospital, 4200-319 Porto, Portugal.ORCID 0000-0002-5890-7049
Joana MotaDepartment of Gastroenterology, São João University Hospital, 4200-319 Porto, Portugal.
Maria João AlmeidaDepartment of Gastroenterology, São João University Hospital, 4200-319 Porto, Portugal.
Fabiana SilvaDepartment of Gynecology, Ambulatório Médico de Especialidades Barradas, São Paulo 6479200, Brazil.
Luis GutierresDepartment of Gynecology, Ambulatório Médico de Especialidades Barradas, São Paulo 6479200, Brazil.
Bruno MendesDepartment of Mechanical Engineering, Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal.ORCID 0000-0002-7574-7630
João FerreiraDepartment of Mechanical Engineering, Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal.
Teresa MascarenhasDepartment of Gynecology, São João University Hospital, 4200-319 Porto, Portugal.
Rosa ZulmiraDepartment of Gynecology, Centro Materno-Infantil do Norte Dr. Albino Aroso (CMIN), Santo António University Hospital, 4050-651 Porto, Portugal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceendometrial polypsgynecologyhysteroscopy

Identifiers

PMID40805254
PMCPMC12346588

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.