Evidence map›Paper›PMID 42513270›Full record

ArticleJournal of clinical medicine2026

Artificial Intelligence and Endobronchial Ultrasound for Lymph-Node Detection and Characterization: A Pioneer Multicenter Transatlantic Study.

Miguel Mascarenhas, Gema Diaz Nuevo, Sara Lopes, Juan Puertas Sancho, Cristina Lopez Garcia-Gallo, Luiza Bicudo de Oliveira, Miriam Chinzon, Larissa Mercadante de Assis, Gustavo Ejima, Fauze Maluf-Filho and 18 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of clinical medicine, 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

28 authors.

Miguel MascarenhasDepartment of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal.ORCID 0000-0002-0340-0830
Gema Diaz NuevoDepartment of Pneumology, Hospital Universitario Puerta de Hierro Majadahonda, 28222 Madrid, Spain.
Sara LopesDepartment of Thoracic Surgery, Instituto Português de Oncologia-Porto, 4200-072 Porto, Portugal.ORCID 0000-0001-9166-9508
Juan Puertas SanchoDepartment of Pneumology, Hospital Universitario Puerta de Hierro Majadahonda, 28222 Madrid, Spain.
Cristina Lopez Garcia-GalloDepartment of Pneumology, Hospital Universitario Puerta de Hierro Majadahonda, 28222 Madrid, Spain.
Luiza Bicudo de OliveiraGastrointestinal Endoscopy Unit, Department of Gastroenterology, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil.
Miriam ChinzonGastrointestinal Endoscopy Unit, Department of Gastroenterology, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil.ORCID 0000-0001-7341-9142
Larissa Mercadante de AssisGastrointestinal Endoscopy Unit, Department of Gastroenterology, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil.ORCID 0009-0004-0352-9222
Gustavo EjimaGastrointestinal Endoscopy Unit, Department of Gastroenterology, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil.
Fauze Maluf-FilhoGastrointestinal Endoscopy Unit, Department of Gastroenterology, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil.
Matheus Ferreira CarvalhoGastrointestinal Endoscopy Unit, Department of Gastroenterology, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil.
Thomás Paiva Lima DiasDepartment of Thoracic Surgery, Hospital São Luiz-Rede D'Or, São Paulo 04544-000, Brazil.ORCID 0000-0002-1201-0113
Isabele Alves ChirichelaDepartment of Thoracic Surgery, Hospital São Luiz-Rede D'Or, São Paulo 04544-000, Brazil.
Tiago RibeiroPrecision Medicine Unit, Department of Gastroenterology, Unidade Local de Saúde de São João, 4200-319 Porto, Portugal.
Francisco MendesPrecision Medicine Unit, Department of Gastroenterology, Unidade Local de Saúde de São João, 4200-319 Porto, Portugal.ORCID 0000-0002-5890-7049
Ana PérezDepartment of Digestive Endoscopy, Hospital Universitario Puerta de Hierro Majadahonda, 28222 Madrid, Spain.
Belén Agudo CastilloDepartment of Digestive Endoscopy, Hospital Universitario Puerta de Hierro Majadahonda, 28222 Madrid, Spain.ORCID 0000-0003-2504-351X
António Pinto da CostaDepartment of Digestive Endoscopy, Hospital Universitario Puerta de Hierro Majadahonda, 28222 Madrid, Spain.
Mariano González-HabaDepartment of Digestive Endoscopy, Hospital Universitario Puerta de Hierro Majadahonda, 28222 Madrid, Spain.ORCID 0000-0001-8025-1704
João FonsecaDepartment of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal.ORCID 0000-0002-0887-8796
Guilherme MacedoPrecision Medicine Unit, Department of Gastroenterology, Unidade Local de Saúde de São João, 4200-319 Porto, Portugal.ORCID 0000-0002-9387-9872
Eduardo Guimarães Hourneaux De MouraGastrointestinal Endoscopy Unit, Department of Gastroenterology, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil.ORCID 0000-0002-8023-3722
João Pedro FerreiraDepartment of Mechanical Engineering, Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal.
João Marcelo Lopes Toscano de BritoDepartment of Thoracic Surgery, Hospital São Luiz-Rede D'Or, São Paulo 04544-000, Brazil.ORCID 0000-0002-0134-9357
Tiago Noguchi MachucaDepartment of Thoracic Surgery, Hospital São Luiz-Rede D'Or, São Paulo 04544-000, Brazil.
Paulo Rogério ScordamaglioDepartment of Pneumology, Hospital São Luiz-Rede D'Or, São Paulo 04544-000, Brazil.
Felipe Nominando Diniz OliveiraDepartment of Pneumology, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-900, Brazil.
Adelino F Leite-MoreiraDepartment of Surgery and Physiology, Faculty of Medicine, University of Porto, 4200-319 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 intelligencebronchoscopyconvolutional neural networkdeep learningEBUSlung cancerlymph-nodes

Identifiers

PMID42513270
PMCPMC13410194

What OpenQuestion holds

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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 OpenQuestion graph.