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Machine Learning in Medicine: Review and Applicability.
Paixão GMM, Santos BC, Araujo RM, Ribeiro MH, Moraes JL, Ribeiro AL. Paixão GMM, et al. Arq Bras Cardiol. 2022 Jan;118(1):95-102. doi: 10.36660/abc.20200596. Arq Bras Cardiol. 2022. PMID: 35195215 Free PMC article. Review. English, Portuguese. No abstract available.
Deep neural network-estimated electrocardiographic age as a mortality predictor.
Lima EM, Ribeiro AH, Paixão GMM, Ribeiro MH, Pinto-Filho MM, Gomes PR, Oliveira DM, Sabino EC, Duncan BB, Giatti L, Barreto SM, Meira W Jr, Schön TB, Ribeiro ALP. Lima EM, et al. Nat Commun. 2021 Aug 25;12(1):5117. doi: 10.1038/s41467-021-25351-7. Nat Commun. 2021. PMID: 34433816 Free PMC article.
Automatic diagnosis of the 12-lead ECG using a deep neural network.
Ribeiro AH, Ribeiro MH, Paixão GMM, Oliveira DM, Gomes PR, Canazart JA, Ferreira MPS, Andersson CR, Macfarlane PW, Meira W Jr, Schön TB, Ribeiro ALP. Ribeiro AH, et al. Nat Commun. 2020 Apr 9;11(1):1760. doi: 10.1038/s41467-020-15432-4. Nat Commun. 2020. PMID: 32273514 Free PMC article.
Evaluation of mortality in bundle branch block patients from an electronic cohort: Clinical Outcomes in Digital Electrocardiography (CODE) study.
Paixão GMM, Lima EM, Gomes PR, Ferreira MPF, Oliveira DM, Ribeiro MH, Ribeiro AH, Nascimento JS, Canazart JA, Ribeiro LB, Ribeiro AL. Paixão GMM, et al. Among authors: ribeiro mh. J Electrocardiol. 2019 Nov-Dec;57S:S56-S60. doi: 10.1016/j.jelectrocard.2019.09.004. Epub 2019 Sep 12. J Electrocardiol. 2019. PMID: 31653433