Evidence map›Paper›PMID 40628455›Full record

ArticleEuropean journal of pediatric surgery : official journal of Austrian Association of Pediatric Surgery ... [et al] = Zeitschrift fur Kinderchirurgie2026

Enhancing AI Readiness in Pediatric Surgery: Impact of a Targeted Workshop on Knowledge and Competencies.

Holger Till, Hesham Elsayed, Georg Singer, Beate Obermüller, Tristan Till, Richard Gnatzy, Sebastian Tschauner

Abstract read
In one paragraph

Article in European journal of pediatric surgery : official journal of Austrian Association of Pediatric Surgery ... [et al] = Zeitschrift fur Kinderchirurgie, 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. 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

7 authors.

Holger TillDepartment of Pediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria.
Hesham ElsayedDepartment of Pediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria.
Georg SingerDepartment of Pediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria.
Beate ObermüllerDepartment of Pediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria.
Tristan TillCollege of Computing and Data Science (CCDS), Nanyang Technological University, Singapore, Singapore.
Richard GnatzyDepartment of Pediatric Surgery, Leipzig University, Leipzig, Germany.
Sebastian TschaunerDivision of Pediatric Radiology, Department of Radiology, Medical University of Graz, Graz, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite an awareness of the transformative potential of artificial intelligence (AI) in health care, its development in pediatric surgery seems slow. One major reason may be a lack of formal AI training. This study assesses the basic AI knowledge and the effectiveness of AI workshops (AI-WS).Four AI-WS were held at the International Academy of Pediatric Surgery 2024. Topics included AI principles, real-time algorithm training, and potential AI applications in pediatric surgery. Self-developed surveys consisting of eight pre-WS and nine post-WS questions were conducted, focusing on participants' AI competencies, usage, educational needs, barriers, and future perspectives.Out of 57 pediatric surgeons, 53 completed both surveys. None had formal AI training. Although 90% were familiar with AI in diagnostic imaging, most had only basic knowledge of AI technology. After the workshop, participants reported a significant increase in the general understanding of AI/machine learning (ML) (

Indexed as

Artificial IntelligenceClinical CompetenceHealth Knowledge, Attitudes, PracticePediatricsSpecialties, SurgicalFemaleHumansMaleSurveys and Questionnaires

Identifiers

PMID40628455
PMCPMC12965792

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.