Evidence map›Paper›PMID 36977158›Full record

ArticleTropical medicine and infectious disease2023

ECG Marker Evaluation for the Machine-Learning-Based Classification of Acute and Chronic Phases of

Paulina Haro, Nidiyare Hevia-Montiel, Jorge Perez-Gonzalez

Abstract read
In one paragraph

Article in Tropical medicine and infectious disease, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Multimodal graph learning for chagas disease classification.Medical & biological engineering & computing · 2026
    Article
  2. Article
  3. Article
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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

3 authors.

Paulina HaroInstituto de Investigaciones en Ciencias Veterinarias, Universidad Autónoma de Baja California, Mexicali 21386, Baja California, Mexico.ORCID 0000-0003-0101-8512
Nidiyare Hevia-MontielUnidad Académica del Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas del Estado de Yucatán, Universidad Nacional Autónoma de México, Sierra Papacal 97302, Yucatan, Mexico.ORCID 0000-0003-4238-7496
Jorge Perez-GonzalezUnidad Académica del Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas del Estado de Yucatán, Universidad Nacional Autónoma de México, Sierra Papacal 97302, Yucatan, Mexico.ORCID 0000-0002-4069-4268

Funding

Consejo Nacional de Ciencia y Tecnología PDCPN-2015-102Programa de Apoyo a Proyectos de Investigación e Innovación Tecnológica (PAPIIT), UNAM IA104622Programa de Apoyo a Proyectos de Investigación e Innovación Tecnológica (PAPIIT), UNAM IT101422
6 · The paper itself

Abstract

Chagas disease (CD) is a neglected parasitic disease caused by the protozoan

Indexed as

automatic classificationChagas diseasefeature selectionmachine learningTrypanosoma cruzi

Identifiers

PMID36977158
PMCPMC10056492

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.