Agnaldo J. Lopes

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 9

Top Topics

Human Gait Recognition

Benchmark Data Sets

Fractional Order

Machine Learning

Top Venues

Comput. Methods Programs Biomed.

Medical Biol. Eng. Comput.

BMC Medical Informatics Decis. Mak.

Biomed. Signal Process. Control.

Publications

Allan Danilo de Lima, Agnaldo J. Lopes, Jorge Luís Machado do Amaral, Pedro L. Melo
Explainable machine learning methods and respiratory oscillometry for the diagnosis of respiratory abnormalities in sarcoidosis. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Newton A. Lima Junior, Nayara V. Oliveira, Ana B. W. Tavares, Agnaldo J. Lopes, Pedro L. Melo
Determining airflow obstruction from tracheal sound analysis: simulated tests and evaluations in patients with acromegaly. Medical Biol. Eng. Comput. 60 (7) (2022)
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)
Paula M. Sá, Hermano A. Castro, Agnaldo J. Lopes, Pedro L. Melo
Entropy Analysis for the Evaluation of Respiratory Changes Due to Asbestos Exposure and Associated Smoking. Entropy 21 (3) (2019)
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)
Nathália Alves Oliveira Saraiva, Fernando Silva Guimarães, Agnaldo J. Lopes, Jannis Papathanasiou, Arthur de Sá Ferreira
Feasibility of whole-body gait kinematics to assess the validity of the six-minute walk test over a 10-m walkway in the elderly. Biomed. Signal Process. Control. 42 (2018)
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)
Juliana Veiga, Agnaldo J. Lopes, José M. Jansen, Pedro L. Melo
Fluctuation analysis of respiratory impedance waveform in asthmatic patients: effect of airway obstruction. Medical Biol. Eng. Comput. 50 (12) (2012)