Diogo Pessoa

14 papers B 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
Automated Diagnosis of Respiratory Diseases from Respiratory Sounds: A Reproducibility Case Study.
BIOSTEC (1)
Diogo Pessoa, João Garcia, Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Rui Pedro Paiva
2024 J jnl
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters.
Expert Syst. Appl.
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
2024 J jnl
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound.
Biomed. Signal Process. Control.
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
2023 J jnl
Automatic Wheeze Segmentation Using Harmonic-Percussive Source Separation and Empirical Mode Decomposition.
IEEE J. Biomed. Health Informatics
Bruno Miguel Machado Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
2023 J jnl
BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals.
Comput. Methods Programs Biomed.
Diogo Pessoa, Bruno Moraes Rocha, Claas Strodthoff, Maria Gomes, Guilherme Silva Rodrigues, Georgios Petmezas, Grigorios-Aris Cheimariotis, Vassilis Kilintzis, Evangelos Kaimakamis, Nicos Maglaveras, Alda Marques, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
2023 — conf
Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture.
BioCAS
Diogo Pessoa, Georgios Petmezas, Vasileios E. Papageorgiou, Bruno M. Rocha, Leandros Stefanopoulos, Vassilis Kilintzis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
2022 — conf
Classification of Adventitious Respiratory Sound Events: A Stratified Analysis.
BHI
Tiago Fernandes, Bruno M. Rocha, Diogo Pessoa, Paulo de Carvalho, Rui Pedro Paiva
2021 J jnl
Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem?
Sensors
Bruno Miguel Machado Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
2021 — conf
Classification of Electrical Impedance Tomography Data Using Machine Learning.
EMBC
Diogo Pessoa, Bruno Moraes Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
2021 — conf
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients.
EMBC
Bruno Moraes Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis, Evangelos Kaimakamis, Serafeim-Chrysovalantis Kotoulas, Myrto Tzimou, Nicos Maglaveras, Alda Marques, Paulo de Carvalho, Rui Pedro Paiva
2021 J jnl
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients.
CoRR
Bruno M. Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis, Evangelos Kaimakamis, Serafeim-Chrysovalantis Kotoulas, Myrto Tzimou, Nicos Maglaveras, Alda Marques, Paulo de Carvalho, Rui Pedro Paiva
2020 J jnl
A Wearable Stethoscope for Long-Term Ambulatory Respiratory Health Monitoring.
Sensors
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
2020 B conf
Influence of Event Duration on Automatic Wheeze Classification.
ICPR
Bruno M. Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
2020 J jnl
Influence of Event Duration on Automatic Wheeze Classification.
CoRR
Bruno M. Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva