Machine learning algorithms and forced oscillation measurements applied to the automatic identification of chronic obstructive pulmonary disease. - Jorge L. M. Amaral; Agnaldo J. Lopes; José M. Jansen; Alvaro C. D. Faria; Pedro L. Melo (Comput. Methods Programs Biomed., 2012)

Fluctuation analysis of respiratory impedance waveform in asthmatic patients: effect of airway obstruction. - Juliana Veiga; Agnaldo J. Lopes; José M. Jansen; Pedro L. Melo (Medical Biol. Eng. Comput., 2012)

An improved method of early diagnosis of smoking-induced respiratory changes using machine learning algorithms. - Jorge L. M. Amaral; Agnaldo J. Lopes; José M. Jansen; Alvaro C. D. Faria; Pedro L. Melo (Comput. Methods Programs Biomed., 2013)

Machine learning algorithms and forced oscillation measurements to categorise the airway obstruction severity in chronic obstructive pulmonary disease. - Jorge L. M. Amaral; Agnaldo J. Lopes; Alvaro C. D. Faria; Pedro L. Melo (Comput. Methods Programs Biomed., 2015)

Forced oscillation, integer and fractional-order modeling in asthma. - Alvaro C. D. Faria; Juliana Veiga; Agnaldo J. Lopes; Pedro L. Melo (Comput. Methods Programs Biomed., 2016)

High-accuracy detection of airway obstruction in asthma using machine learning algorithms and forced oscillation measurements. - Jorge L. M. Amaral; Agnaldo J. Lopes; Juliana Veiga; Alvaro C. D. Faria; Pedro L. Melo (Comput. Methods Programs Biomed., 2017)

Feasibility of whole-body gait kinematics to assess the validity of the six-minute walk test over a 10-m walkway in the elderly. - Nathália Alves Oliveira Saraiva; Fernando Silva Guimarães; Agnaldo J. Lopes; Jannis Papathanasiou; Arthur de Sá Ferreira (Biomed. Signal Process. Control., 2018)

Association of respiratory integer and fractional-order models with structural abnormalities in silicosis. - Alvaro C. D. Faria; Alysson Roncally Silva Carvalho; Alan Ranieri Medeiros Guimarães; Agnaldo J. Lopes; Pedro L. Melo (Comput. Methods Programs Biomed., 2019)

Entropy Analysis for the Evaluation of Respiratory Changes Due to Asbestos Exposure and Associated Smoking. - Paula M. Sá; Hermano A. Castro; Agnaldo J. Lopes; Pedro L. Melo (Entropy, 2019)

Differential diagnosis of asthma and restrictive respiratory diseases by combining forced oscillation measurements, machine learning and neuro-fuzzy classifiers. - Jorge L. M. Amaral; Alexandre G. Sancho; Alvaro C. D. Faria; Agnaldo J. Lopes; Pedro L. Melo (Medical Biol. Eng. Comput., 2020)

Determining airflow obstruction from tracheal sound analysis: simulated tests and evaluations in patients with acromegaly. - Newton A. Lima Junior; Nayara V. Oliveira; Ana B. W. Tavares; Agnaldo J. Lopes; Pedro L. Melo (Medical Biol. Eng. Comput., 2022)

Explainable machine learning methods and respiratory oscillometry for the diagnosis of respiratory abnormalities in sarcoidosis. - Allan Danilo de Lima; Agnaldo J. Lopes; Jorge Luís Machado do Amaral; Pedro L. Melo (BMC Medical Informatics Decis. Mak., 2022)