Improvement of a convolutional neural network using synthetic ECGs for the diagnosis of different atrial rhythms

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Improvement of a convolutional neural network using synthetic ECGs for the diagnosis of different atrial rhythms

Session: The digital ECG world and beyond

Topic: Artificial Intelligence (Machine Learning, Deep Learning)

Speaker: Doctor L. Alvarez Acosta (Santa Cruz de Tenerife, ES)

Event: EHRA 2022

Congress Presentation

About the speaker

Doctor Luis Alvarez Acosta

UNIVERSITY HOSPITAL NUESTRA SEÑORA DE LA CANDELARIA, Santa Cruz de Tenerife (Spain)

2 presentations

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5 more presentations in this session

Patient motivation and adherence to an on-demand app-based heart rate and rhythm monitoring infrastructure for atrial fibrillation management through teleconsultation. TeleCheck-AF project results

Speaker: Doctor M. Gawalko (Warsaw, PL)

Studying the relation between post-infarction ventricular arrhythmia and left ventricular myocardium thinning on computed tomography images using explainable deep learning

Speaker: Mr B. Ly (Sophia-Antipolis, FR)

Remote device monitoring shows long-term survival benefit in a propensity matched study of ICD patients

Speaker: Mr M. Kolk (Amsterdam, NL)

Adherence to mobile health for intermittent rhythm monitoring to detect recurrences after emergency department visit for recent-onset atrial fibrillation: a subanalysis of the RACE 7 ACWAS trial.

Speaker: Miss R. Van Der Velden (Maastricht, NL)

The impact of SMARTpass algorithm status on inappropriate shock rates in the UNTOUCHED Study

Speaker: Professor L. Boersma (Nieuwegein, NL)

Access the full session

The digital ECG world and beyond

Speakers: Doctor L. Alvarez Acosta, Doctor M. Gawalko, Mr B. Ly, Mr M. Kolk, Miss R. Van Der Velden...

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About the event

EHRA 2022

3 April - 5 April 2022

Sessions Presentations

Congress

Improvement of a convolutional neural network using synthetic ECGs for the diagnosis of different atrial rhythms

About the speaker

Doctor Luis Alvarez Acosta

5 more presentations in this session

Patient motivation and adherence to an on-demand app-based heart rate and rhythm monitoring infrastructure for atrial fibrillation management through teleconsultation. TeleCheck-AF project results

Studying the relation between post-infarction ventricular arrhythmia and left ventricular myocardium thinning on computed tomography images using explainable deep learning

Remote device monitoring shows long-term survival benefit in a propensity matched study of ICD patients

Adherence to mobile health for intermittent rhythm monitoring to detect recurrences after emergency department visit for recent-onset atrial fibrillation: a subanalysis of the RACE 7 ACWAS trial.

The impact of SMARTpass algorithm status on inappropriate shock rates in the UNTOUCHED Study

Access the full session

The digital ECG world and beyond

About the event

EHRA 2022

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