Evidence map›Paper›PMID 36311248›Full record

ArticleFrontiers in physiology2022

Artificial intelligence analysis of the impact of fibrosis in arrhythmogenesis and drug response.

Ana María Sánchez de la Nava, Lidia Gómez-Cid, Alonso Domínguez-Sobrino, Francisco Fernández-Avilés, Omer Berenfeld, Felipe Atienza

Open access · goldAbstract read
In one paragraph

Article in Frontiers in physiology, 2022. 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
0.8field-weighted citation impact, top 26% of its field
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, 5 citations in OpenAlex.

  1. Cardiac fibrosis: from mechanisms and models to medicines.Trends in pharmacological sciences · 2025
    Review
  2. Article
  3. Review
  4. 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

6 authors at 4 institutions in 2 countries.

Ana María Sánchez de la NavaDepartment of Cardiology, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IISGM), Madrid, Spain.
Lidia Gómez-CidDepartment of Cardiology, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IISGM), Madrid, Spain.
Alonso Domínguez-SobrinoDepartment of Cardiology, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IISGM), Madrid, Spain.
Francisco Fernández-AvilésDepartment of Cardiology, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IISGM), Madrid, Spain.
Omer BerenfeldCenter for Arrhythmia Research, University of Michigan, Ann Arbor, MI, United States.
Felipe AtienzaDepartment of Cardiology, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IISGM), Madrid, Spain.
Centro de Investigación Biomédica en Red · ESCentro de Investigación en Red en Enfermedades Cardiovasculares · ESHospital General Universitario Gregorio Marañón · ESUniversity of Michigan–Ann Arbor · US

Funding

Electrical Activity Patterns in Onset and Cessation of Atrial FibrillationR01HL156961 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BERENFELD, OMER · 2022 to 2025
$2.4M
Extracorporeal and Endoscopic SWIR Mapping of Dynamic Muscle FunctionR21EB032661 · NIBIB · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ANUMONWO, JUSTUS M, BERENFELD, OMER · 2022 to 2023
$401k
Hyperspectral Mapping of Cardiac Excitation and Contraction DynamicsR21HL153694 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ANUMONWO, JUSTUS M, BERENFELD, OMER · 2020 to 2021
$401k
NHLBI NIH HHS R01 HL156961NHLBI NIH HHS R21 HL153694NIBIB NIH HHS R21 EB032661
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

atrial fibrillationcardiac fibrosismachine learningpopulation of modelssupport vector machines

Identifiers

PMID36311248
PMCPMC9596790
OpenAlexW4304786584

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.