Evidence map›Paper›PMID 31525077›Full record

ArticleCirculation. Cardiovascular quality and outcomes2019

Intelligent Artificial Intelligence: Present Considerations and Future Implications of Machine Learning Applied to Electrocardiogram Interpretation.

David P Kao

Abstract readEditorialComment
In one paragraph

Article in Circulation. Cardiovascular quality and outcomes, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

1 author.

David P KaoDivision of Cardiology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO.

Funding

A Closed-Loop Integrated Framework for development of Novel Treatment Strategies in Heart Failure (CLIFFNOTES-HF)K08HL125725 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI KAO, DAVID PETER · 2017 to 2021
$826k
NHLBI NIH HHS K08 HL125725NHLBI NIH HHS L30 HL110124
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceMachine LearningElectrocardiographyForecastingHumansartificial intelligenceconsensuseditorialelectronic health recordsmachine learning

Identifiers

PMID31525077
PMCPMC6817332

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.