5 documents found, page 1 of 1
Cleaning ECG with Deep Learning
Dias, Mariana; Probst, Phillip; Silva, Luís M.; Gamboa, HugoFunding Information: Open access funding provided by FCT|FCCN (b-on). This work was supported by Project OPERATOR (NORTE01-0247-FEDER-045910), cofinanced by the European Regional Development Fund through the North Portugal Regional Operational Program and Lisbon Regional Operational Program and by the Portuguese Foundation for Science and Technology, under the MIT Portugal Program. Publisher Copyright: © The Au...
Deep learning for ECG classification
Narotamo, Hemaxi; Dias, Mariana; Santos, Ricardo; Carreiro, André V.; Gamboa, Hugo; Silveira, MargaridaPublisher Copyright: © 2024 The Author(s); The improved diagnosis of cardiovascular diseases (CVD) from electrocardiograms (ECG) may help prevent their severity. Since Deep Learning (DL) became popular, several DL methods have been developed for ECG classification. In this work, we compare how different methods for ECG signal representation perform in the multi-label classification of CVDs, including recent att...
Cardiorespiratory Response to Workload Volume and Ergonomic Risk
Furk, Dania; Silva, Luís; Dias, Mariana; Fujão, Carlos; Probst, Phillip; Liu, Hui; Gamboa, HugoFunding Information: This work was supported by Project OPERATOR (NORTE01-0247-FEDER-045910), cofinanced by the ERDF\u2014European Regional Development Fund through the North Portugal Regional Operational Program and Lisbon Regional Operational Program and by the Portuguese Foundation for Science and Technology, under the MIT Portugal Program (2019 Open Call for Flagship projects). Publisher Copyright: © 2024 b...
Cardiovascular load assessment in the workplace
Dias, Mariana; Silva, Luís; Folgado, Duarte; Nunes, Maria Lua; Cepeda, Cátia; Cheetham, Marcus; Gamboa, HugoFunding Information: This work was supported by Project OPERATOR (NORTE01-0247-FEDER-045910), cofinanced by the ERDF—European Regional Development Fund through the North Portugal Regional Operational Program and Lisbon Regional Operational Program and by the Portuguese Foundation for Science and Technology , under the MIT Portugal Program (2019 Open Call for Flagship projects). M.D was supported by the Doctoral...
Respiratory Inductance Plethysmography to Assess Fatigability during Repetitive...
Silva, Luís; Dias, Mariana; Folgado, Duarte; Nunes, Maria; Namburi, Praneeth; Anthony, Brian; Carvalho, Diogo; Carvalho, Miguel; Edelman, ElazerThis work was supported by Project OPERATOR (NORTE01-0247-FEDER-045910), cofinanced by the ERDF—European Regional Development Fund through the North Portugal Regional Operational Program and Lisbon Regional Operational Program and by the Portuguese Foundation for Science and Technology, under the MIT Portugal Program (2019 Open Call for Flagship projects). Publisher Copyright: © 2022 by the authors. Licensee MD...