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

PURPOSE: In 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). METHODS: The referral decision defined by physicia...

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Autores principales: Calcagno, Simone, Biondi-Zoccai, Giuseppe, Stankovic, Tatjana, Szabo, Erzsebet, Szabo, Aniko Berta, Kecskes, Istvan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8862477/
https://www.ncbi.nlm.nih.gov/pubmed/35190470
http://dx.doi.org/10.1136/openhrt-2021-001852
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author Calcagno, Simone
Biondi-Zoccai, Giuseppe
Stankovic, Tatjana
Szabo, Erzsebet
Szabo, Aniko Berta
Kecskes, Istvan
author_facet Calcagno, Simone
Biondi-Zoccai, Giuseppe
Stankovic, Tatjana
Szabo, Erzsebet
Szabo, Aniko Berta
Kecskes, Istvan
author_sort Calcagno, Simone
collection PubMed
description PURPOSE: In 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). METHODS: The 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). RESULTS: The 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. CONCLUSIONS: The 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.
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spelling pubmed-88624772022-03-15 Novel tech throws knock-out punch to ECG improving GP referral decisions to cardiology Calcagno, Simone Biondi-Zoccai, Giuseppe Stankovic, Tatjana Szabo, Erzsebet Szabo, Aniko Berta Kecskes, Istvan Open Heart Heart Failure and Cardiomyopathies PURPOSE: In 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). METHODS: The 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). RESULTS: The 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. CONCLUSIONS: The 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. BMJ Publishing Group 2022-02-20 /pmc/articles/PMC8862477/ /pubmed/35190470 http://dx.doi.org/10.1136/openhrt-2021-001852 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Heart Failure and Cardiomyopathies
Calcagno, Simone
Biondi-Zoccai, Giuseppe
Stankovic, Tatjana
Szabo, Erzsebet
Szabo, Aniko Berta
Kecskes, Istvan
Novel tech throws knock-out punch to ECG improving GP referral decisions to cardiology
title Novel tech throws knock-out punch to ECG improving GP referral decisions to cardiology
title_full Novel tech throws knock-out punch to ECG improving GP referral decisions to cardiology
title_fullStr Novel tech throws knock-out punch to ECG improving GP referral decisions to cardiology
title_full_unstemmed Novel tech throws knock-out punch to ECG improving GP referral decisions to cardiology
title_short Novel tech throws knock-out punch to ECG improving GP referral decisions to cardiology
title_sort novel tech throws knock-out punch to ecg improving gp referral decisions to cardiology
topic Heart Failure and Cardiomyopathies
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8862477/
https://www.ncbi.nlm.nih.gov/pubmed/35190470
http://dx.doi.org/10.1136/openhrt-2021-001852
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