Bruno Miguel Machado Rocha

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 6

Top Topics

Source Separation

Top Venues

Biomed. Signal Process. Control.

IEEE J. Biomed. Health Informatics

Expert Syst. Appl.

Publications

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) (2024)
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 (2024)
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) (2023)
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) (2022)
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) (2021)
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) (2020)
Justin Salamon, Bruno Miguel Machado Rocha, Emilia Gómez
Musical genre classification using melody features extracted from polyphonic music signals. ICASSP (2012)