| 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 | 104 | 2012 |
| 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 | 66 | 2015 |
| 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 | 46 | 2017 |
| 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 | 45 | 2013 |
| 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 | 42 | 2021 |
| 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 | 35 | 2021 |
| 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 | 29 | 2010 |
| 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 | 29 | 2004 |
| 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 | 21 | 2022 |
| 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 | 20 | 2004 |
| 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 (10), 2455-2473, 2020 | 18 | 2020 |
| 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 | 18 | 2007 |
| 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 | 17 | 2006 |
| 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 | 15 | 2017 |
| 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 | 14 | 2021 |
| Minicurso de sistema especialista nebuloso LB Neto, PHG Coelho, JLM do Amaral, MHCS de Mello XXXVIII Simpósio brasileiro de pesquisa operacional, 2508-2543, 2006 | 14 | 2006 |
| Analysis of wireless industrial automation standards: Isa-100.11 a and wirelesshart MS Costa, JLM Amaral InTech Magazine, 2012 | 13 | 2012 |
| Towards evolvable analog fuzzy logic controllers JFM do Amaral, JLM do Amaral Proceedings 2002 NASA/DoD Conference on Evolvable Hardware, 123-128, 2002 | 13 | 2002 |
| Fault detection in analog circuits using a fuzzy dendritic cell algorithm JLM Amaral Artificial Immune Systems: 10th International Conference, ICARIS 2011 …, 2011 | 12 | 2011 |
| pyPolyBuilder: automated preparation of molecular topologies and initial configurations for molecular dynamics simulations of arbitrary supramolecules MC Ramos, PK Quoika, VAC Horta, DM Dias, EG Costa, JLM do Amaral, ... Journal of Chemical Information and Modeling 61 (4), 1539-1544, 2021 | 11 | 2021 |
Agnaldo José LopesResearcher, Centro Universitário Augusto MottaVerified email at unisuamdoc.com.br
