Evidence map›Paper›PMID 41681702›Full record

ArticleDiagnostics (Basel, Switzerland)2026

The Role of AI-Generated Clinical Image Descriptions in Enhancing Teledermatology Diagnosis: A Cross-Sectional Exploratory Study.

Jonathan Shapiro, Binyamin Greenfield, Itay Cohen, Roni P Dodiuk-Gad, Yuliya Valdman-Grinshpoun, Tamar Freud, Anna Lyakhovitsky, Ziad Khamaysi, Emily Avitan-Hersh

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2026. 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

9 authors.

Jonathan ShapiroMaccabi Healthcare Services, Tel Aviv 6812509, Israel.ORCID 0000-0002-5154-7984
Binyamin GreenfieldMaccabi Healthcare Services, Tel Aviv 6812509, Israel.
Itay CohenDepartment of Dermatology, Rambam Health Care Campus, Haifa 3109601, Israel.ORCID 0009-0007-4827-7075
Roni P Dodiuk-GadThe Bruce and Ruth Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 3525433, Israel.
Yuliya Valdman-GrinshpounDepartment of Dermatology, Soroka Medical University Center, Ben-Gurion University of the Negev, Beer-Sheva 8410101, Israel.
Tamar FreudSiaal Research Center for Family Medicine and Primary Care, Department of Family Medicine, Beer-Sheva 84105, Israel.ORCID 0000-0002-4505-8850
Anna LyakhovitskyDepartment of Dermatology, Sheba Medical Center, Tel HaShomer, Ramat Gan 52621, Israel.
Ziad KhamaysiDepartment of Dermatology, Rambam Health Care Campus, Haifa 3109601, Israel.ORCID 0000-0001-9586-2807
Emily Avitan-HershDepartment of Dermatology, Rambam Health Care Campus, Haifa 3109601, Israel.ORCID 0000-0002-2154-7609

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 in medicineautomated clinical documentationChatGPTdiagnostic concordancegenerative AIimage descriptionLarge Multimodal Models (LMMs)teledermatology

Identifiers

PMID41681702
PMCPMC12896462

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.