Evidence map›Paper›PMID 35190470›Full record

ArticleOpen heart2022

Novel tech throws knock-out punch to ECG improving GP referral decisions to cardiology.

Simone Calcagno, Giuseppe BiondiZoccai, Tatjana Stankovic, Erzsebet Szabo, Aniko Berta Szabo, Istvan Kecskes

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in Open heart, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.4field-weighted citation impact, top 41% 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

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 1 country.

Simone CalcagnoDivision of Cardiology, Santa Maria Goretti Hospital, Latina, Italy.
Giuseppe BiondiZoccaiDepartment of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy.
Tatjana StankovicDivision of Cardiology, Regional Hospital Dr Radivoj Simonovic Sombor, Sombor, Serbia.
Erzsebet SzaboDivision of Cardiology, Senta General Hospital, Senta, Serbia.
Aniko Berta SzaboDivision of Cardiology, Senta General Hospital, Senta, Serbia.
Istvan KecskesCardiology Research and Scientific Advancements, UVA Research, Toronto, Ontario, Canada istvan.kecskes@uvaresearch.com.ORCID 0000-0002-9688-8125
Clinica Mediterranea · ITOspedale Santa Maria Goretti · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeIn a comparator study, designed with assistance from the Food and Drug Administration, a State-of-the-Art (SOTA) ECG device augmented with automated analysis, the comparator, was compared with a breakthrough technology, Cardio-HART (CHART).

methodsThe referral decision defined by physician reading biosignal-based ECG or CHART report were compared for 550 patients, where its performance is calculated against the ground truth referral decision. The ground truth was established by cardiologist consensus based on all the available measurements and findings including echocardiography (ECHO).

resultsThe results confirmed that CHART analysis was far more effective than ECG only analysis: CHART reduced false negative rates 15.8% and false positive (FP) rates by 5%, when compared with SOTA ECG devices. General physicians (GP's) using CHART saw their positive diagnosis rate significantly increased, from ~10% to ~26% (260% increase), and the uncertainty rate significantly decreased, from ~31% to ~1.9% (94% decrease). For cardiology, the study showed that in 98% of the cases, the CHART report was found to be a good indicator as to what kind of heart problems can be expected (the 'start-point') in the ECHO examination.

conclusionsThe study revealed that GP use of CHART resulted in more accurate referrals for cardiology, resulting in fewer true negative or FP-healthy or mildly abnormal patients not in need of ECHO confirmation. The indirect benefit is the reduction in wait-times and in unnecessary and costly testing in secondary care. Moreover, when used as a start-point, CHART can shorten the echocardiograph examination time.

Indexed as

Decision Support Systems, ClinicalEchocardiographyElectrocardiographyCardiologyClinical Decision-MakingDecision Making, Computer-AssistedExpert TestimonyGeneral PracticeHeart DiseasesHumansReferral and ConsultationTechnology Assessment, Biomedicalarrhythmiascardiacechocardiographyelectrocardiographyheart failureheart valve diseases

Identifiers

PMID35190470
PMCPMC8862477
OpenAlexW4213297415

What OpenQuestion holds

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LicenceCC BY-NC
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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.