Bruno Miguel Machado Rocha

According to our database, Bruno Miguel Machado Rocha authored at least 7 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Rui Pedro Paiva, Serafeim Kotoulas, Militsa Bitzani, Aggelos K. Katsaggelos, Nicos Maglaveras

Expert Syst. Appl., January, 2024

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, Rui Pedro Paiva

Biomed. Signal Process. Control., January, 2024

2023

Automatic Wheeze Segmentation Using Harmonic-Percussive Source Separation and Empirical Mode Decomposition.

Bruno Miguel Machado Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva

IEEE J. Biomed. Health Informatics, April, 2023

2022

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

2021

Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem?

Bruno Miguel Machado Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva

Sensors, 2021

2020

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, Josias Wacker, Rui Pedro Paiva, Olivier Chételat

Sensors, 2020

2012

Musical genre classification using melody features extracted from polyphonic music signals.

Justin Salamon, Bruno Miguel Machado Rocha, Emilia Gómez

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012