Evidence map›Paper›PMID 41007086›Full record

ArticleChildren (Basel, Switzerland)2025

Deep Learning for Heart Sound Abnormality of Infants: Proof-of-Concept Study of 1D and 2D Representations.

Eashita Wazed, Jimin Lee, Hieyong Jeong

Registry-linked trialAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Children (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07542509 (Digital diagnoSis of Cardiac sOUNd in peDiatric Patients [DI-SOUND Study]), which is not on this 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.

NCT07542509 recruitingnot on this map

Digital diagnoSis of Cardiac sOUNd in peDiatric Patients [DI-SOUND Study]

TypeobservationalSponsorIRCCS Azienda Ospedaliero-Universitaria di BolognaRan2024 to 2027Enrolled1,000ConditionsCardiac Disease, Auscultation of Heart, Machine Learning
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

3 authors.

Eashita WazedDepartment of Artificial Intelligence Convergence, Chonnam National University, Gwangju 61186, Republic of Korea.ORCID 0009-0003-1342-3651
Jimin LeeSW Convergence Education Institute, Chosun University, Gwangju 61452, Republic of Korea.ORCID 0000-0001-9994-6549
Hieyong JeongDepartment of Artificial Intelligence Convergence, Chonnam National University, Gwangju 61186, Republic of Korea.ORCID 0000-0002-8135-8252

Funding

Institute of Civil-Military Technology Cooperation, funded by the Defense Acquisition Program Administration and the Ministry of Trade, Industry and Energy of the Korean government No. 23-CM-DI-11
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

audio data processingaudio feature extractiondeep learning in cardiologyheart function in infantheart soundstethoscope

Identifiers

PMID41007086
PMCPMC12468437

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.