Evidence map›Paper›PMID 39594170›Full record

ArticleDiagnostics (Basel, Switzerland)2024

Reliable Autism Spectrum Disorder Diagnosis for Pediatrics Using Machine Learning and Explainable AI.

Insu Jeon, Minjoong Kim, Dayeong So, Eun Young Kim, Yunyoung Nam, Seungsoo Kim, Sehoon Shim, Joungmin Kim, Jihoon Moon

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Explainable AI: Ethical Frameworks, Bias, and the Necessity for Benchmarks.European journal of pediatric surgery : official journal of Austrian Association of Pediatric Surgery ... [et al] = Zeitschrift fur Kinderchirurgie · 2026
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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.

Insu JeonDepartment of Medical Science, Soonchunhyang University, Asan 31538, Republic of Korea.
Minjoong KimDepartment of ICT Convergence, Soonchunhyang University, Asan 31538, Republic of Korea.
Dayeong SoDepartment of ICT Convergence, Soonchunhyang University, Asan 31538, Republic of Korea.
Eun Young KimDepartment of ICT Convergence, Soonchunhyang University, Asan 31538, Republic of Korea.ORCID 0000-0002-6882-2954
Yunyoung NamDepartment of ICT Convergence, Soonchunhyang University, Asan 31538, Republic of Korea.ORCID 0000-0002-3318-9394
Seungsoo KimDepartment of Pediatrics, Soonchunhyang University Cheonan Hospital, Cheonan 31151, Republic of Korea.
Sehoon ShimDepartment of Psychiatry, Soonchunhyang University Cheonan Hospital, Cheonan 31151, Republic of Korea.
Joungmin KimDepartment of ICT Convergence, Soonchunhyang University, Asan 31538, Republic of Korea.ORCID 0000-0003-2490-121X
Jihoon MoonDepartment of Medical Science, Soonchunhyang University, Asan 31538, Republic of Korea.ORCID 0000-0001-9524-5729

Funding

National Research Foundation of Korea RS-2023-00218176
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

autism spectrum disorderclinical diagnosisdata preprocessingexplainable artificial intelligencehealthcare analyticsmachine learningpatient outcomespersonalized intervention

Identifiers

PMID39594170
PMCPMC11592605

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.