Published June 2, 2021 | Version 1.0.0
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Pre-trained deep neural network models for age estimation from raw ECG

Creators

  • 1. Universidade Federal de Minas Gerais
  • 2. Uppsala University
  • 3. Ecole Polytechnique Federale de Lausanne
  • 4. Universidade de Sao Paulo
  • 5. Universidade Federal do Rio Grande do Sul

Description

Pre-trained deep neural network models for age estimation from raw ECG.

The companion code can be found in: https://github.com/antonior92/ecg-age-prediction

The model is described in the paper:
"Deep neural network estimated electrocardiographic-age as a mortality predictor"
Emilly M Lima, Antônio H Ribeiro, Gabriela MM Paixão, Manoel Horta Ribeiro, Marcelo M Pinto Filho, Paulo R Gomes, Derick M Oliveira, Ester C Sabino, Bruce B Duncan, Luana Giatti, Sandhi M Barreto, Wagner Meira Jr, Thomas B Schön, Antonio Luiz P Ribeiro. MedRXiv (2021) https://www.doi.org/10.1101/2021.02.19.21251232

Files

model.zip

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