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Bruno Miguel Machado Rocha
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Journal Articles
- 2024
- [j6]Diogo Pessoa
, Bruno Miguel Machado Rocha
, Maria Gomes, Guilherme Rodrigues
, Georgios Petmezas
, Grigorios-Aris Cheimariotis
, Nicos Maglaveras
, Alda Marques
, Inéz Frerichs
, Paulo de Carvalho
, Rui Pedro Paiva
:
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound. Biomed. Signal Process. Control. 87(Part A): 105451 (2024) - [j5]Yunan Wu
, Bruno Miguel Machado Rocha
, Evangelos Kaimakamis
, Grigorios-Aris Cheimariotis
, Georgios Petmezas
, Evangelos Chatzis
, Vassilis Kilintzis
, Leandros Stefanopoulos
, Diogo Pessoa
, Alda Marques
, Paulo Carvalho
, Rui Pedro Paiva
, Serafeim Kotoulas
, Militsa Bitzani, Aggelos K. Katsaggelos
, Nicos Maglaveras
:
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters. Expert Syst. Appl. 235: 121089 (2024) - 2023
- [j4]Bruno Miguel Machado Rocha
, Diogo Pessoa
, Alda Marques, Paulo Carvalho
, Rui Pedro Paiva
:
Automatic Wheeze Segmentation Using Harmonic-Percussive Source Separation and Empirical Mode Decomposition. IEEE J. Biomed. Health Informatics 27(4): 1926-1934 (2023) - 2022
- [j3]Georgios Petmezas
, Grigorios-Aris Cheimariotis
, Leandros Stefanopoulos
, Bruno Miguel Machado Rocha
, Rui Pedro Paiva
, Aggelos K. Katsaggelos
, Nicos Maglaveras
:
Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function. Sensors 22(3): 1232 (2022) - 2021
- [j2]Bruno Miguel Machado Rocha
, Diogo Pessoa
, Alda Marques
, Paulo Carvalho
, Rui Pedro Paiva
:
Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem? Sensors 21(1): 57 (2021) - 2020
- [j1]Gürkan Yilmaz, Michaël Rapin, Diogo Pessoa
, Bruno Miguel Machado Rocha
, Antonio Moreira de Sousa, Roberto Rusconi, Paulo Carvalho, Josias Wacker, Rui Pedro Paiva
, Olivier Chételat:
A Wearable Stethoscope for Long-Term Ambulatory Respiratory Health Monitoring. Sensors 20(18): 5124 (2020)
Conference and Workshop Papers
- 2012
- [c1]Justin Salamon
, Bruno Miguel Machado Rocha
, Emilia Gómez:
Musical genre classification using melody features extracted from polyphonic music signals. ICASSP 2012: 81-84
Coauthor Index
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