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Jorge  Luís Machado do Amaral
Jorge Luís Machado do Amaral
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Machine learning algorithms and forced oscillation measurements applied to the automatic identification of chronic obstructive pulmonary disease
JLM Amaral, AJ Lopes, JM Jansen, ACD Faria, PL Melo
Computer methods and programs in biomedicine 105 (3), 183-193, 2012
1022012
Machine learning algorithms and forced oscillation measurements to categorise the airway obstruction severity in chronic obstructive pulmonary disease
JLM Amaral, AJ Lopes, ACD Faria, PL Melo
Computer methods and programs in biomedicine 118 (2), 186-197, 2015
642015
High-accuracy detection of airway obstruction in asthma using machine learning algorithms and forced oscillation measurements
JLM Amaral, AJ Lopes, J Veiga, ACD Faria, PL Melo
Computer methods and programs in biomedicine 144, 113-125, 2017
472017
An improved method of early diagnosis of smoking-induced respiratory changes using machine learning algorithms
JLM Amaral, AJ Lopes, JM Jansen, ACD Faria, PL Melo
Computer methods and programs in biomedicine 112 (3), 441-454, 2013
432013
An emergency system for monitoring pulse oximetry, peak expiratory flow, and body temperature of patients with COVID-19 at home: Development and preliminary application
LP Motta, PPF Silva, BM Borguezan, JLM Amaral, LG Milagres, MN Bóia, ...
PloS one 16 (3), e0247635, 2021
422021
Can machine learning be useful as a screening tool for depression in primary care?
EM de Souza Filho, HCV Rey, RM Frajtag, DMA Cook, LND de Carvalho, ...
Journal of Psychiatric Research 132, 1-6, 2021
312021
An immune inspired fault diagnosis system for analog circuits using wavelet signatures
JLM Amaral, JFM Amaral, R Tanscheit, M Pacheco
Proceedings. 2004 NASA/DoD Conference on Evolvable Hardware, 2004., 138-141, 2004
292004
Automatic identification of chronic obstructive pulmonary disease based on forced oscillation measurements and artificial neural networks
JLM Amaral, ACD Faria, AJ Lopes, JM Jansen, PL Melo
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
282010
Towards evolvable analog artificial neural networks controllers
JFM Amaral, JLM Amaral, C Santini, R Tanscheit, M Vellasco, M Pacheco
Proceedings. 2004 NASA/DoD Conference on Evolvable Hardware, 2004., 46-52, 2004
202004
Explainable artificial intelligence for COVID-19 diagnosis through blood test variables
LM Thimoteo, MM Vellasco, J Amaral, K Figueiredo, CL Yokoyama, ...
Journal of Control, Automation and Electrical Systems 33 (2), 625-644, 2022
192022
Differential diagnosis of asthma and restrictive respiratory diseases by combining forced oscillation measurements, machine learning and neuro-fuzzy classifiers
JLM Amaral, AG Sancho, ACD Faria, AJ Lopes, PL Melo
Medical & Biological Engineering & Computing 58, 2455-2473, 2020
182020
Real-valued negative selection algorithm with a quasi-monte carlo genetic detector generation
JLM Amaral, JFM Amaral, R Tanscheit
Artificial Immune Systems: 6th International Conference, ICARIS 2007, Santos …, 2007
182007
An immune fault detection system for analog circuits with automatic detector generation
JLM Amaral, JFM Amaral, R Tanscheit
2006 IEEE International Conference on Evolutionary Computation, 2966-2972, 2006
172006
Respiratory resistance and reactance in adults with sickle cell anemia: correlation with functional exercise capacity and diagnostic use
CL Marinho, MCP Maioli, JLM do Amaral, AJ Lopes, PL Melo
PLoS One 12 (12), e0187833, 2017
152017
Minicurso de sistema especialista nebuloso
LB Neto, PHG Coelho, JLM do Amaral, MHCS de Mello
XXXVIII Simpósio brasileiro de pesquisa operacional, 2508-2543, 2006
142006
Towards incorporating human knowledge in fuzzy pattern tree evolution
A Murphy, G Murphy, J Amaral, D MotaDias, E Naredo, C Ryan
European Conference on Genetic Programming (Part of EvoStar), 66-81, 2021
132021
Towards evolvable analog fuzzy logic controllers
JFM do Amaral, JLM do Amaral
Proceedings 2002 NASA/DoD Conference on Evolvable Hardware, 123-128, 2002
132002
Analysis of wireless industrial automation standards: Isa-100.11 a and wirelesshart
MS Costa, JLM Amaral
InTech Magazine, 2012
122012
Fault detection in analog circuits using a fuzzy dendritic cell algorithm
JLM Amaral
Artificial Immune Systems: 10th International Conference, ICARIS 2011 …, 2011
122011
Respiratory resistance and reactance in adults with sickle cell anemia: Part 2—Fractional-order modeling and a clinical decision support system for the diagnosis of …
CL Marinho, MCP Maioli, JLM Amaral, AJ Lopes, PL Melo
PLoS One 14 (3), e0213257, 2019
112019
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