Published June 2, 2021
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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
Files
(63.0 MB)
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