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2020 – today
- 2024
[j6]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:
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound. Biomed. Signal Process. Control. 87(Part A): 105451 (2024)- [j5]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: 121089 (2024) - 2023
- [j4]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:
BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals. Comput. Methods Programs Biomed. 240: 107720 (2023) - [j3]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): 1926-1934 (2023) - [c5]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: 1-5 - 2022
- [c4]Tiago Fernandes, Bruno M. Rocha, Diogo Pessoa, Paulo de Carvalho, Rui Pedro Paiva:
Classification of Adventitious Respiratory Sound Events: A Stratified Analysis. BHI 2022: 1-5 - 2021
- [j2]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): 57 (2021) - [c3]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: 349-353 - [c2]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: 512-516 - [i2]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 abs/2107.13591 (2021) - 2020
- [j1]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): 5124 (2020) - [c1]Bruno M. Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva:
Influence of Event Duration on Automatic Wheeze Classification. ICPR 2020: 7462-7469 - [i1]Bruno M. Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva:
Influence of Event Duration on Automatic Wheeze Classification. CoRR abs/2011.02874 (2020)
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