Evidence map›Paper›PMID 40804824›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Early Detection of Autism Spectrum Disorder Through Automated Machine Learning.

Khafsa Ehsan, Kashif Sultan, Abreen Fatima, Muhammad Sheraz, Teong Chee Chuah

Abstract read
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 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. 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

5 authors.

Khafsa EhsanDepartment of Software Engineering, Bahria University Islamabad, Islamabad 44000, Pakistan.
Kashif SultanDepartment of Software Engineering, Bahria University Islamabad, Islamabad 44000, Pakistan.ORCID 0000-0002-6194-9864
Abreen FatimaDepartment of Professional Psychology, National University of Modern Languages, Islamabad 44000, Pakistan.ORCID 0000-0002-5090-9998
Muhammad SherazCentre for Wireless Technology, Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia.
Teong Chee ChuahCentre for Wireless Technology, Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia.ORCID 0000-0002-6285-9481

Funding

Multimedia University MMUI/240021)TM Research and Development RDTC/241149
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

autism spectrum disorderAUTOMLTPOT

Identifiers

PMID40804824
PMCPMC12346167

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.