Search Results for author: Jéssica A. Canazart

Found 2 papers, 1 papers with code

Automatic diagnosis of the 12-lead ECG using a deep neural network

1 code implementation • 2 Apr 2019 • Antônio H. Ribeiro, Manoel Horta Ribeiro, Gabriela M. M. Paixão, Derick M. Oliveira, Paulo R. Gomes, Jéssica A. Canazart, Milton P. S. Ferreira, Carl R. Andersson, Peter W. Macfarlane, Wagner Meira Jr., Thomas B. Schön, Antonio Luiz P. Ribeiro

The role of automatic electrocardiogram (ECG) analysis in clinical practice is limited by the accuracy of existing models.

Ranked #1 on ECG Classification on Electrocardiography (ECG) on Telehealth Network of Minas Gerais (TNMG)

ECG Classification Specificity

308

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Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network

no code implementations • 28 Nov 2018 • Antônio H. Ribeiro, Manoel Horta Ribeiro, Gabriela Paixão, Derick Oliveira, Paulo R. Gomes, Jéssica A. Canazart, Milton Pifano, Wagner Meira Jr., Thomas B. Schön, Antonio Luiz Ribeiro

We present a model for predicting electrocardiogram (ECG) abnormalities in short-duration 12-lead ECG signals which outperformed medical doctors on the 4th year of their cardiology residency.

Electrocardiography (ECG)

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