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Journal Articles
- 2020
[j7]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): 2455-2473 (2020)- 2019
- [j6]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: 53-63 (2019) - 2017
- [j5]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: 113-125 (2017) - 2016
- [j4]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: 12-26 (2016) - 2015
- [j3]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): 186-197 (2015) - 2013
- [j2]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): 441-454 (2013) - 2012
- [j1]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): 183-193 (2012)
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