Antonio H Ribeiro

Uppsala university

Key Publications

– [1] Automatic diagnosis of the 12-lead ECG using a deep neural network. (2020)
**Antônio H Ribeiro**, Manoel Ribeiro, Gabriela MM Paixão, Derick M Oliveira, Paulo R Gomes, Jéssica A Canazart, Milton PS Ferreira, Carl R Andersson, Peter W Macfarlane, Meira Wagner Jr, Thomas B Schön, Antonio L P Ribeiro
Nature Communications 11 (1), 1-9.
doi: [10.1038/s41467-020-15432-4](https://doi.org/10.1038/s41467-020-15432-4)

– [2] 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. *Equal contribution
Nature Communications 12 (1), 5117
doi: [10.1038/s41467-021-25351-7](https://doi.org/10.1038/s41467-021-25351-7)
– [3] Regularization properties of adversarially-trained linear regression
**Antônio H Ribeiro**, Dave Zachariah, Francis R. Bach, Thomas Schön
Neural Information Processing Systems (NeurIPS)
link: [link](https://proceedings.neurips.cc/paper_files/paper/2023/hash/4aa13186c795a52ba88f5b822f4b77eb-Abstract-Conference.html)

Last updated: 2025-12-02

Content Responsible: Hampus Pehrsson Ternström(hampus.persson@scilifelab.uu.se)