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Gabriel Rocha Stanzione

Federal Technological University of Paraná

Campo Mourão

Brazil

  • Federal Technological University of Paraná

SCHOLARLY PAPERS

2

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96

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

Contrasting Deep Learning Audio Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation

Number of pages: 55 Posted: 06 Jun 2025
Marcelo Matheus Gauy, Marcelo Finger, Flaviane Romani Fernandes Svartman, Ester Sabino, Anna Levin, Arnaldo Cândido Júnior, Larissa Cristina Berti, Gabriel Rocha Stanzione, Ricardo Mikio Morita and Natália Hitomi Koza
affiliation not provided to SSRN, University of São Paulo (USP), affiliation not provided to SSRN, University of São Paulo (USP), University of São Paulo (USP) - Division of Infectious Diseases, affiliation not provided to SSRN, affiliation not provided to SSRN, Federal Technological University of Paraná, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 69 (883,195)

Abstract:

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Respiratory Insufficiency detection, Voice features, Blood Oxygen Saturation Estimation, speech features, deep neural networks

2.

Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus  Blood Oxygen Saturation Estimation

Number of pages: 25 Posted: 13 Sep 2024
Marcelo Matheus Gauy, Natália Hitomi Koza, Ricardo Mikio Morita, Gabriel Rocha Stanzione, Larissa Cristina Berti, Arnaldo Cândido Júnior, Anna Levin, Ester Sabino, Flaviane Romani Fernandes Svartman and Marcelo Finger
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Federal Technological University of Paraná, affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP) - Division of Infectious Diseases, University of São Paulo (USP), affiliation not provided to SSRN and University of São Paulo (USP)
Downloads 27 (1,359,097)
Citation 1

Abstract:

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Respiratory Insufficiency detection, Blood Oxygen Saturation Estimation, Deep neural networks, Voice features, Speech features