Evidence map›Paper›PMID 42805232›Full record

ArticlePhysiological measurement2026

Detection of Chagas disease from the ECG: the George B. Moody PhysioNet Challenge 2025.

Matthew A Reyna, Soheil Saghafi, Zuzana Koscova, Audrey Weigle, Jan Pavlus, Andoni Elola, Salman Seyedi, Kiersten Campbell, Qiao Li, Sandhi M Barreto and 5 more

Abstract read
In one paragraph

Article in Physiological measurement, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

15 authors.

Matthew A ReynaDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.ORCID 0000-0003-4688-7965
Soheil SaghafiDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.
Zuzana KoscovaDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.
Audrey WeigleDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.
Jan PavlusDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.
Andoni ElolaDepartment of Electronic Technology, University of the Basque Country EHU, Bilbao, Spain.ORCID 0000-0003-4401-7376
Salman SeyediDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.
Kiersten CampbellDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.
Qiao LiDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.
Sandhi M BarretoDepartment of Preventive and Social Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
Ester C SabinoInstituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.
Antônio H RibeiroDepartment of Information Technology, Uppsala University, Uppsala, Sweden.ORCID 0000-0003-3632-8529
Antonio Luiz P RibeiroDepartment of Internal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
Reza SameniDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.
Gari D CliffordDepartment of Biomedical Informatics, Emory University, Atlanta, GA, United States of America.ORCID 0000-0002-5709-201X

Funding

Implementing a Maternal health and PRegnancy Outcomes Vision for Everyone (IMPROVE)UL1TR002378 · NCATS · EMORY UNIVERSITY · PI Andres J Garcia, Elizabeth O. Ofili · 2017 to 2026
$92.1M
Research Resource for Complex Physiologic SignalsR01EB030362 · NIBIB · BETH ISRAEL DEACONESS MEDICAL CENTER · PI GOLDBERGER, ARY LOUIS · 2020 to 2025
$5.8M
Sao Paulo-Minas Gerais Tropical Medicine Research Center for Chagas Disease Biomarker DiscoveryU19AI098461 · NIAID · FUNDACAO FACULDADE DE MEDICINA · PI RIBEIRO, ANTONIO LUIZ PINHO · 2017 to 2021
$2.1M
New Theraputics for Graft-Versus-Host DiseaseR43AI068383 · NIAID · CHEMOKINE PHARMACEUTICAL, INC. · PI LIM, MI YOUN · 2006 to 2007
$776k
NCATS NIH HHS UL1 TR002378NIAID NIH HHS R43 AI068383NIAID NIH HHS U19 AI098461NIBIB NIH HHS R01 EB030362
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Chagas DiseaseElectrocardiographyAlgorithmsDatabases, FactualHumansChagas diseaseelectrocardiogrammachine learningPhysioNet challenge

Identifiers

PMID42805232
PMCPMC13682419

What OpenQuestion holds

Textmetadata
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.