Diogo Pessoa

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Automatic Classification

Intensive Care Units

Top Venues

Biomed. Signal Process. Control.

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)
Diogo Pessoa, Bruno Moraes Rocha, Claas Strodthoff, Maria Gomes, Guilherme Rodrigues, Georgios Petmezas, Grigorios-Aris Cheimariotis, Vassilis Kilintzis, Evangelos Kaimakamis, Nicos Maglaveras, Alda Marques, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals. Comput. Methods Programs Biomed. 240 (2023)
Diogo Pessoa, Georgios Petmezas, Vasileios E. Papageorgiou, Bruno M. Rocha, Leandros Stefanopoulos, Vassilis Kilintzis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture. BioCAS (2023)
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)
Tiago Fernandes, Bruno M. Rocha, Diogo Pessoa, Paulo de Carvalho, Rui Pedro Paiva
Classification of Adventitious Respiratory Sound Events: A Stratified Analysis. BHI (2022)
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
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients. CoRR (2021)
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)
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
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients. EMBC (2021)
Diogo Pessoa, Bruno Moraes Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
Classification of Electrical Impedance Tomography Data Using Machine Learning. EMBC (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)
Bruno M. Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
Influence of Event Duration on Automatic Wheeze Classification. CoRR (2020)
Bruno M. Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
Influence of Event Duration on Automatic Wheeze Classification. ICPR (2020)