Alvaro C. D. Faria

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 4

Top Topics

Machine Learning

Fractional Order

Differential Diagnosis

Top Venues

Comput. Methods Programs Biomed.

Medical Biol. Eng. Comput.

Publications

Jorge L. M. Amaral, Alexandre G. Sancho, Alvaro C. D. Faria, Agnaldo J. Lopes, Pedro L. Melo
Differential diagnosis of asthma and restrictive respiratory diseases by combining forced oscillation measurements, machine learning and neuro-fuzzy classifiers. Medical Biol. Eng. Comput. 58 (10) (2020)
Alvaro C. D. Faria, Alysson Roncally Silva Carvalho, Alan Ranieri Medeiros Guimarães, Agnaldo J. Lopes, Pedro L. Melo
Association of respiratory integer and fractional-order models with structural abnormalities in silicosis. Comput. Methods Programs Biomed. 172 (2019)
Jorge L. M. Amaral, Agnaldo J. Lopes, Juliana Veiga, Alvaro C. D. Faria, Pedro L. Melo
High-accuracy detection of airway obstruction in asthma using machine learning algorithms and forced oscillation measurements. Comput. Methods Programs Biomed. 144 (2017)
Alvaro C. D. Faria, Juliana Veiga, Agnaldo J. Lopes, Pedro L. Melo
Forced oscillation, integer and fractional-order modeling in asthma. Comput. Methods Programs Biomed. 128 (2016)
Jorge L. M. Amaral, Agnaldo J. Lopes, Alvaro C. D. Faria, Pedro L. Melo
Machine learning algorithms and forced oscillation measurements to categorise the airway obstruction severity in chronic obstructive pulmonary disease. Comput. Methods Programs Biomed. 118 (2) (2015)
Jorge L. M. Amaral, Agnaldo J. Lopes, José M. Jansen, Alvaro C. D. Faria, Pedro L. Melo
An improved method of early diagnosis of smoking-induced respiratory changes using machine learning algorithms. Comput. Methods Programs Biomed. 112 (3) (2013)
Jorge L. M. Amaral, Agnaldo J. Lopes, José M. Jansen, Alvaro C. D. Faria, Pedro L. Melo
Machine learning algorithms and forced oscillation measurements applied to the automatic identification of chronic obstructive pulmonary disease. Comput. Methods Programs Biomed. 105 (3) (2012)