Alvaro C. D. Faria

According to our database, Alvaro C. D. Faria authored at least 7 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

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

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

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