| 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 | 118 | 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 | 79 | 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 | 58 | 2017 |
| 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 Boia, ... PloS one 16 (3), e0247635, 2021 | 54 | 2021 |
| 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 | 52 | 2013 |
| 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 | 50 | 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 | 32 | 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 | 30 | 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 | 29 | 2022 |
| 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 | 28 | 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 | 19 | 2007 |
| 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 | 19 | 2004 |
| Machine learning associated with respiratory oscillometry: a computer-aided diagnosis system for the detection of respiratory abnormalities in systemic sclerosis DSM Andrade, LM Ribeiro, AJ Lopes, JLM Amaral, PL Melo Biomedical engineering online 20, 1-18, 2021 | 17 | 2021 |
| 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 | 17 | 2021 |
| 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 |
| 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 | 15 | 2021 |
| 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 |
| Analysis of wireless industrial automation standards: Isa-100.11 a and wirelesshart MS Costa, JLM Amaral InTech Magazine, 2012 | 14 | 2012 |
| 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 |
| 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 | 13 | 2019 |
Pedro Lopes de MeloState University of Rio de JaneiroVerifisert e-postadresse på uerj.br
