Pedro L. Melo

According to our database, Pedro L. Melo authored at least 12 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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

2020

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

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

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

2017

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

2016

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

2015

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

2013

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

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

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

2011

Swallowing detection by sonic and subsonic frequencies: A comparison.

Juan M. Fontana, Pedro L. Melo, Edward S. Sazonov

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011