3 papers
eess.IV2021
Classification of Electrical Impedance Tomography Data Using Machine Learning
Diogo Pessoa, Bruno Machado Rocha, Grigorios-Aris Cheimariotis +7
Patients suffering from pulmonary diseases typically exhibit pathological lung ventilation in terms of homogeneity. Electrical Impedance Tomography (EIT) is a non-invasive imaging…
physics.med-ph2021
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients
Bruno M. Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis +7
Mechanically ventilated patients typically exhibit abnormal respiratory sounds. Squawks are short inspiratory adventitious sounds that may occur in patients with pneumonia, such as…
cs.SD2020
Influence of Event Duration on Automatic Wheeze Classification
Bruno M. Rocha, Diogo Pessoa, Alda Marques +2
Patients with respiratory conditions typically exhibit adventitious respiratory sounds, such as wheezes. Wheeze events have variable duration. In this work we studied the influence…