| Applicability of machine learning techniques in food intake assessment: A systematic review L Oliveira Chaves, AL Gomes Domingos, D Louzada Fernandes, ... Critical Reviews in Food Science and Nutrition 63 (7), 902-919, 2023 | 51 | 2023 |
| Modelos de tomada de decisão em bioética clínica: apontamentos para a abordagem computacional R Siqueira-Batista, AP Gomes, PM Maia, IT Costa, AO Paiva, ... Revista Bioética 22, 456-461, 2014 | 41 | 2014 |
| Geminivirus data warehouse: a database enriched with machine learning approaches JCF Silva, TFM Carvalho, MF Basso, M Deguchi, WA Pereira, ... BMC bioinformatics 18, 1-11, 2017 | 35 | 2017 |
| MUDE: a new approach for optimizing sensitivity in the target-decoy search strategy for large-scale peptide/protein identification FR Cerqueira, A Graber, B Schwikowski, C Baumgartner Journal of proteome research 9 (5), 2265-2277, 2010 | 28 | 2010 |
| Demoting redundant features to improve the discriminatory ability in cancer data M Osl, S Dreiseitl, F Cerqueira, M Netzer, B Pfeifer, C Baumgartner Journal of biomedical informatics 42 (4), 721-725, 2009 | 27 | 2009 |
| NICeSim: an open-source simulator based on machine learning techniques to support medical research on prenatal and perinatal care decision making FR Cerqueira, TG Ferreira, A de Paiva Oliveira, DA Augusto, E Krempser, ... Artificial intelligence in medicine 62 (3), 193-201, 2014 | 25 | 2014 |
| Mirnacle: machine learning with SMOTE and random forest for improving selectivity in pre-miRNA ab initio prediction YB Marques, A de Paiva Oliveira, AT Ribeiro Vasconcelos, FR Cerqueira BMC bioinformatics 17, 53-63, 2016 | 24 | 2016 |
| Linfócitos T CD4+ CD25+ e a regulação do sistema imunológico: perspectivas para o entendimento fisiopatológico da sepse R Siqueira-Batista, AP Gomes, SFM Azevedo, RR Vitorino, EG Mendonça, ... Revista Brasileira de terapia intensiva 24, 294-301, 2012 | 23* | 2012 |
| Fangorn Forest (F2): a machine learning approach to classify genes and genera in the family Geminiviridae JCF Silva, TFM Carvalho, EPB Fontes, FR Cerqueira BMC bioinformatics 18, 1-14, 2017 | 22 | 2017 |
| CD4+ CD25+ T lymphocytes and regulation of the immune system: perspectives for a pathophysiological understanding of sepsis R Siqueira-Batista, AP Gomes, SFM Azevedo, RR Vitorino, EG Mendonça, ... Revista Brasileira de terapia intensiva 24, 294-301, 2012 | 20 | 2012 |
| Pro-inflammatory cytokines in sepsis: biological studies and prospects from in silico research AP Gomes, PSB Miguel, DLS Alves, VH Inoue, AP Oliveira, FR Cerqueira, ... Biol Syst Open Access 5 (01), 1-7, 2015 | 18 | 2015 |
| Rama: a machine learning approach for ribosomal protein prediction in plants TFM Carvalho, JCF Silva, IP Calil, EPB Fontes, FR Cerqueira Scientific reports 7 (1), 16273, 2017 | 16 | 2017 |
| Análise da eficiência na atenção primária à saúde sob a ótica dos profissionais da área KFD Cabral, RS Batista, MAM Ferreira, FR Cerqueira Revista de Gestão em Sistemas de Saúde 5 (2), 71-83, 2016 | 16 | 2016 |
| An in-silico immune system model for investigating human autoimmune diseases MA Possi, AP Oliveira, CMG Chaves, FR Cerqueira, JEC Arroyo XXXVII Conferencia Latinoamericana de Informática (XXXVII CLEI), 2011 | 15 | 2011 |
| Investigation of the visual attention role in clinical bioethics decision-making using machine learning algorithms DL Fernandes, R Siqueira-Batista, AP Gomes, CR Souza, IT da Costa, ... Procedia Computer Science 108, 1165-1174, 2017 | 13 | 2017 |
| Immune system simulation: Modeling the mast cell CC Da Silva, ADP Oliveira, MDA Possi, FR Cerqueira, AP Gomes, ... 2012 IEEE International Conference on Bioinformatics and Biomedicine, 1-4, 2012 | 12 | 2012 |
| visGReMLIN: graph mining-based detection and visualization of conserved motifs at 3D protein-ligand interface at the atomic level VS Ribeiro, CA Santana, AV Fassio, FR Cerqueira, CH da Silveira, ... BMC bioinformatics 21, 1-12, 2020 | 11 | 2020 |
| Patient-specific epilepsy seizure detection using random forest classification over one-dimension transformed EEG data MA Pinto-Orellana, FR Cerqueira International Conference on Intelligent Systems Design and Applications, 519-528, 2016 | 10 | 2016 |
| Improving phosphopeptide/protein identification using a new data mining framework for MS/MS spectra preprocessing FR Cerqueira, S Morandell, S Ascher, K Mechtler, LA Huber, B Pfeifer, ... J Proteomics Bioinform 2, 150-164, 2009 | 9 | 2009 |
| Describing image focused in cognitive and visual details for visually impaired people: An approach to generating inclusive paragraphs DL Fernandes, MHF Ribeiro, FR Cerqueira, MM Silva arXiv preprint arXiv:2202.05331, 2022 | 8 | 2022 |
