Evidence map›Paper›PMID 40137196›Full record

ArticleJournal of imaging2025

Deep Learning-Based Semantic Segmentation for Objective Colonoscopy Quality Assessment.

Radu Alexandru Vulpoi, Adrian Ciobanu, Vasile Liviu Drug, Catalina Mihai, Oana Bogdana Barboi, Diana Elena Floria, Alexandru Ionut Coseru, Andrei Olteanu, Vadim Rosca, Mihaela Luca

Abstract read
In one paragraph

Article in Journal of imaging, 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. Article
  2. 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

10 authors.

Radu Alexandru VulpoiInstitute of Gastroenterology and Hepatology, "Grigore T. Popa" University of Medicine and Pharmacy, 700111 Iasi, Romania.
Adrian CiobanuInstitute of Computer Science, Romanian Academy, Iasi Branch, 700481 Iasi, Romania.ORCID 0000-0003-4473-6645
Vasile Liviu DrugInstitute of Gastroenterology and Hepatology, "Grigore T. Popa" University of Medicine and Pharmacy, 700111 Iasi, Romania.ORCID 0000-0002-7596-2656
Catalina MihaiInstitute of Gastroenterology and Hepatology, "Grigore T. Popa" University of Medicine and Pharmacy, 700111 Iasi, Romania.
Oana Bogdana BarboiInstitute of Gastroenterology and Hepatology, "Grigore T. Popa" University of Medicine and Pharmacy, 700111 Iasi, Romania.
Diana Elena FloriaInstitute of Gastroenterology and Hepatology, "Grigore T. Popa" University of Medicine and Pharmacy, 700111 Iasi, Romania.
Alexandru Ionut CoseruInstitute of Gastroenterology and Hepatology, "Grigore T. Popa" University of Medicine and Pharmacy, 700111 Iasi, Romania.
Andrei OlteanuInstitute of Gastroenterology and Hepatology, "Grigore T. Popa" University of Medicine and Pharmacy, 700111 Iasi, Romania.
Vadim RoscaInstitute of Gastroenterology and Hepatology, "Grigore T. Popa" University of Medicine and Pharmacy, 700111 Iasi, Romania.
Mihaela LucaInstitute of Computer Science, Romanian Academy, Iasi Branch, 700481 Iasi, Romania.ORCID 0000-0001-8924-3161

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

automatic annotationBoston Bowel Preparation Scalecolonoscopy quality evaluationcolor featuresdeep learningsemantic segmentation

Identifiers

PMID40137196
PMCPMC11943454

What OpenQuestion holds

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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 OpenQuestion graph.