Evidence map›Paper›PMID 41095766›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Exploring AI's Potential in Papilledema Diagnosis to Support Dermatological Treatment Decisions in Rural Healthcare.

Jonathan Shapiro, Mor Atlas, Naomi Fridman, Itay Cohen, Ziad Khamaysi, Mahdi Awwad, Naomi Silverstein, Tom Kozlovsky, Idit Maharshak

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 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. 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

9 authors.

Jonathan ShapiroMaccabi Healthcare Services, Tel Aviv 6817110, Israel.ORCID 0000-0002-5154-7984
Mor AtlasBusiness Administration Faculty, Ono Academic College, Kiryat Ono 5510701, Israel.ORCID 0000-0001-7020-7224
Naomi FridmanNF Algorithms & AI, Tel Aviv 6248906, Israel.ORCID 0000-0003-3711-1655
Itay CohenRutgers School of Public Health, Rutgers University, Piscataway, NJ 08854, USA.ORCID 0009-0007-4827-7075
Ziad KhamaysiDepartment of Dermatology, Rambam Health Care Campus, Haifa 3109601, Israel.ORCID 0000-0001-9586-2807
Mahdi AwwadTzafon Medical Center, Ophthalmology Unit, Tiberias 1521000, Israel.
Naomi SilversteinTechnion Institute of Technology, Haifa 3200003, Israel.ORCID 0009-0007-9110-7506
Tom KozlovskyDepartment of Ophthalmology, Edith Wolfson Medical Center, Holon 5822012, Israel.ORCID 0000-0002-1140-1040
Idit MaharshakDepartment of Ophthalmology, Edith Wolfson Medical Center, Holon 5822012, Israel.ORCID 0000-0003-2960-2809

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

accuracyartificial intelligenceChatGPTdermatologyfundus photographyGPT-4omed-induced ICPophthalmologypapilledemaResNet CNN

Identifiers

PMID41095766
PMCPMC12523928

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.