Detecting respiratory insufficiency by voice analysis: the SPIRA project (2022)
- Authors:
- Aluísio, Sandra Maria
- Camargo Neto, Augusto César de
- Casanova, Edresson
- Svartman, Flaviane Romani Fernandes
- Ferreira, Renato Cordeiro
- Finger, Marcelo
- Goldman, Alfredo
- Leyton, Pedro
- Levin, Anna Sara
- Gauy, Marcelo Matheus
- Martins, Marcus
- Queiroz, Marcelo Gomes de
- Medeiros, Beatriz Raposo de
- Sabino, Ester Cerdeira
- Candido Junior, Arnaldo
- Fernandes Júnior, Ricardo
- Gris, Lucas Rafael Stefanel
- Silva, Daniel da
- Spazzapan, Evelyn Alves
- Berti, Larissa Cristina
- Quirino, J. Henrique
- Aluísio, Sandra Maria
- USP affiliated authors: ALUISIO, SANDRA MARIA - ICMC ; SVARTMAN, FLAVIANE ROMANI FERNANDES - FFLCH ; FINGER, MARCELO - IME ; LEJBMAN, ALFREDO GOLDMAN VEL - IME ; LEVIN, ANNA SARA SHAFFERMAN - FM ; QUEIROZ, MARCELO GOMES DE - IME ; MEDEIROS, BEATRIZ RAPOSO DE - FFLCH ; SABINO, ESTER CERDEIRA - FM ; CAMARGO NETO, AUGUSTO CESAR DE - IME ; CASANOVA, EDRESSON - ICMC ; FERREIRA, RENATO CORDEIRO - IME ; GAUY, MARCELO MATHEUS - IME ; MARTINS, MARCUS VINICIUS MOREIRA - FFLCH
- Unidades: ICMC; FFLCH; IME; FM
- Subjects: RECONHECIMENTO DE VOZ; INSUFICIÊNCIA RESPIRATÓRIA; TECNOLOGIAS DA SAÚDE
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Source:
- Título: Proceedings
- Conference titles: International Conference on Learning Representations - ICLR
-
ABNT
ALUÍSIO, Sandra Maria et al. Detecting respiratory insufficiency by voice analysis: the SPIRA project. 2022, Anais.. Appleton: [s.n.], 2022. Disponível em: https://pml4dc.github.io/iclr2022/pdf/PML4DC_ICLR2022_10.pdf. Acesso em: 31 dez. 2025. -
APA
Aluísio, S. M., Camargo Neto, A. C. de, Casanova, E., Svartman, F. R. F., Ferreira, R. C., Finger, M., et al. (2022). Detecting respiratory insufficiency by voice analysis: the SPIRA project. In Proceedings. Appleton: [s.n.]. Recuperado de https://pml4dc.github.io/iclr2022/pdf/PML4DC_ICLR2022_10.pdf -
NLM
Aluísio SM, Camargo Neto AC de, Casanova E, Svartman FRF, Ferreira RC, Finger M, Goldman A, Leyton P, Levin AS, Gauy MM, Martins M, Queiroz MG de, Medeiros BR de, Sabino EC, Candido Junior A, Fernandes Júnior R, Gris LRS, Silva D da, Spazzapan EA, Berti LC, Quirino JH. Detecting respiratory insufficiency by voice analysis: the SPIRA project [Internet]. Proceedings. 2022 ;[citado 2025 dez. 31 ] Available from: https://pml4dc.github.io/iclr2022/pdf/PML4DC_ICLR2022_10.pdf -
Vancouver
Aluísio SM, Camargo Neto AC de, Casanova E, Svartman FRF, Ferreira RC, Finger M, Goldman A, Leyton P, Levin AS, Gauy MM, Martins M, Queiroz MG de, Medeiros BR de, Sabino EC, Candido Junior A, Fernandes Júnior R, Gris LRS, Silva D da, Spazzapan EA, Berti LC, Quirino JH. Detecting respiratory insufficiency by voice analysis: the SPIRA project [Internet]. Proceedings. 2022 ;[citado 2025 dez. 31 ] Available from: https://pml4dc.github.io/iclr2022/pdf/PML4DC_ICLR2022_10.pdf - Discriminant audio properties in deep learning based respiratory insufficiency detection in brazilian portuguese
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- Temporal prosodic cues for COVID-19 in Brazilian Portuguese speakers
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- Contrasting deep learning audio models for direct respiratory insufficiency detection versus blood oxygen saturation estimation
- Fundamental frequency related parameters in Brazilians with COVID-19
- Integrating CRISP-DM and eXtreme programming in agile data science projects
- SPIRA-BM: biomarkers for respiratory conditions by audio analysis via artificial intelligence
- Using real code to teach good programming practices
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