Musical genre classification using melody features extracted from polyphonic music signals. - Justin Salamon; Bruno Miguel Machado Rocha; Emilia Gómez (ICASSP, 2012)

A Wearable Stethoscope for Long-Term Ambulatory Respiratory Health Monitoring. - Gürkan Yilmaz; Michaël Rapin; Diogo Pessoa; Bruno Miguel Machado Rocha; Antonio Moreira de Sousa; Roberto Rusconi; Paulo Carvalho 001; Josias Wacker; Rui Pedro Paiva; Olivier Chételat (Sensors, 2020)

Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem? - Bruno Miguel Machado Rocha; Diogo Pessoa; Alda Marques; Paulo Carvalho 001; Rui Pedro Paiva (Sensors, 2021)

Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function. - Georgios Petmezas; Grigorios-Aris Cheimariotis; Leandros Stefanopoulos; Bruno Miguel Machado Rocha; Rui Pedro Paiva; Aggelos K. Katsaggelos; Nicos Maglaveras (Sensors, 2022)

Automatic Wheeze Segmentation Using Harmonic-Percussive Source Separation and Empirical Mode Decomposition. - Bruno Miguel Machado Rocha; Diogo Pessoa; Alda Marques; Paulo Carvalho 001; Rui Pedro Paiva (IEEE J. Biomed. Health Informatics, 2023)

Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound. - Diogo Pessoa; Bruno Miguel Machado Rocha; Maria Gomes; Guilherme Silva Rodrigues; Georgios Petmezas; Grigorios-Aris Cheimariotis; Nicos Maglaveras; Alda Marques; Inéz Frerichs; Paulo de Carvalho 001; Rui Pedro Paiva (Biomed. Signal Process. Control., 2024)

A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters. - 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 001; Rui Pedro Paiva; et al. (Expert Syst. Appl., 2024)