Evidence map›Paper›PMID 42239025›Full record

Article... ACM/IEEE International Conference on Cyber-Physical Systems. IEEE/ACM International Conference on Cyber-Physical Systems2025

Psychophysiology-aided Perceptually Fluent Speech Analysis of Children Who Stutter.

Yi Xiao, Harshit Sharma, Victoria Tumanova, Asif Salekin

Abstract read
In one paragraph

Article in ... ACM/IEEE International Conference on Cyber-Physical Systems. IEEE/ACM International Conference on Cyber-Physical Systems, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Yi XiaoArizona State University, Tempe, USA.
Harshit SharmaArizona State University, Tempe, USA.
Victoria TumanovaSyracuse University, Syracuse, USA.
Asif SalekinArizona State University, Tempe, USA.

Funding

Intensive Speech Motor Chaining Treatment and Artificial Intelligence Integration for Residual Speech Sound DisordersR01DC020959 · NIDCD · SYRACUSE UNIVERSITY · PI Jonathan Preston · 2023 to 2026
$2.1M
The influence of contextual and constitutional emotional processes on speech motor control and speech motor learning in early childhood stutteringR21DC018103 · NIDCD · SYRACUSE UNIVERSITY · PI TUMANOVA, VICTORIA · 2021 to 2023
$450k
NIDCD NIH HHS R01 DC020959NIDCD NIH HHS R21 DC018103
6 · The paper itself

Abstract

This paper presents a novel approach named

Indexed as

Children Who StutterExplainable AIMachine learningStuttering

Identifiers

PMID42239025
PMCPMC13228155

What OpenQuestion holds

Textmetadata
LicenceTDM
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.