Evidence map›Paper›PMID 41303287›Full record

ReviewJournal of clinical medicine2025

Are Image-Based Deep Learning Algorithms of Kidney Volume in Polycystic Kidney Disease Ready for Clinical Deployment? A Systematic Review and Meta-Analysis.

Emil Colliander, Sebastian Tupper, Mira Lansner Kielberg, Marie Louise Liu, Enrique Almar-Munoz, Agnes Mayr, Rebeca Mirón Mombiela

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Emil CollianderDepartment of Radiology, Herlev and Gentofte Hospital, 2730 Herlev, Denmark.ORCID 0009-0003-2052-5728
Sebastian TupperDepartment of Radiology, Herlev and Gentofte Hospital, 2730 Herlev, Denmark.
Mira Lansner KielbergDepartment of Radiology, Herlev and Gentofte Hospital, 2730 Herlev, Denmark.
Marie Louise LiuDepartment of Radiology, Herlev and Gentofte Hospital, 2730 Herlev, Denmark.ORCID 0000-0002-9116-0696
Enrique Almar-MunozDepartment of Radiology, Medical University of Innsbruck, 6020 Innsbruck, Austria.ORCID 0009-0006-0610-3520
Agnes MayrDepartment of Radiology, Medical University of Innsbruck, 6020 Innsbruck, Austria.ORCID 0000-0001-9363-873X
Rebeca Mirón MombielaDepartment of Radiology, Herlev and Gentofte Hospital, 2730 Herlev, Denmark.ORCID 0000-0003-3453-1865

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligence (AI)autosomal dominant polycystic kidney disease (ADPKD)CTdeep learningdiagnostic imagingmeta-analysisMRIsystematic reviewtotal kidney volume (TKV)ultrasound

Identifiers

PMID41303287
PMCPMC12653668

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.