Cumida: An extensively curated microarray database for benchmarking and testing of machine learning approaches in cancer research BC Feltes, EB Chandelier, BI Grisci, M Dorn Journal of Computational Biology 26 (4), 376-386, 2019 | 105 | 2019 |
Cooperation and interplay between base and nucleotide excision repair pathways: From DNA lesions to proteins N Kumar, NC Moreno, BC Feltes, CFM Menck, BV Houten Genetics and Molecular Biology 43 (1 suppl. 1), e20190104, 2020 | 70 | 2020 |
Overview of xeroderma pigmentosum proteins architecture, mutations and post-translational modifications BC Feltes, D Bonatto Mutation Research/Reviews in Mutation Research 763, 306-320, 2015 | 64 | 2015 |
Toxicological effects of the different substances in tobacco smoke on human embryonic development by a systems chemo-biology approach BC Feltes, JF Poloni, DL Notari, D Bonatto PLoS One 8 (4), e61743, 2013 | 57 | 2013 |
Melatonin as a central molecule connecting neural development and calcium signaling J de Faria Poloni, BC Feltes, D Bonatto Functional & integrative genomics 11, 383-388, 2011 | 52 | 2011 |
Senescence; an endogenous anticancer mechanism J Vargas, BC Feltes, F Poloni Jde, G Lenz, D Bonatto Front Biosci (Landmark Ed) 17, 2616-43, 2012 | 48 | 2012 |
The developmental aging and origins of health and disease hypotheses explained by different protein networks BC Feltes, J de Faria Poloni, D Bonatto Biogerontology 12, 293-308, 2011 | 41 | 2011 |
Neuroevolution as a tool for microarray gene expression pattern identification in cancer research BI Grisci, BC Feltes, M Dorn Journal of biomedical informatics 89, 122-133, 2019 | 38 | 2019 |
The importance of sphingolipids and reactive oxygen species in cardiovascular development J de Faria Poloni, H Chapola, BC Feltes, D Bonatto Biology of the Cell 106 (6), 167-181, 2014 | 30 | 2014 |
The tale of a versatile enzyme: Alpha-amylase evolution, structure, and potential biotechnological applications for the bioremediation of n-alkanes ÉSM Pinto, M Dorn, BC Feltes Chemosphere 250, 126202, 2020 | 28 | 2020 |
Integrated analysis of the critical region 5p15. 3–p15. 2 associated with cri-du-chat syndrome T Corrêa, BC Feltes, M Riegel Genetics and Molecular Biology 42, 186-196, 2019 | 27 | 2019 |
Multi-approach bioinformatics analysis of curated omics data provides a gene expression panorama for multiple cancer types BC Feltes, JF Poloni, IJG Nunes, SS Faria, M Dorn Frontiers in genetics 11, 586602, 2020 | 24 | 2020 |
Horizontal gene transfer building prokaryote genomes: genes related to exchange between cell and environment are frequently transferred ACM Paquola, H Asif, CAB Pereira, BC Feltes, D Bonatto, WC Lima, ... Journal of molecular evolution 86, 190-203, 2018 | 24 | 2018 |
Development and aging: Two opposite but complementary phenomena BC Feltes, J de Faria Poloni, D Bonatto Aging and Health-A Systems Biology Perspective 40, 74-84, 2015 | 21 | 2015 |
Fetal alcohol syndrome, chemo-biology and OMICS: ethanol effects on vitamin metabolism during neurodevelopment as measured by systems biology analysis BC Feltes, J de Faria Poloni, IJG Nunes, D Bonatto Omics: a journal of integrative biology 18 (6), 344-363, 2014 | 19 | 2014 |
Comparison of machine learning techniques to handle imbalanced COVID-19 CBC datasets M Dorn, BI Grisci, PH Narloch, BC Feltes, E Avila, A Kahmann, CS Alho PeerJ Computer Science 7, e670, 2021 | 17 | 2021 |
Evaluation of drug repositioning by molecular docking of pharmaceutical resources available in the Brazilian healthcare system against SARS-CoV-2 MVC Grahl, AM Alcará, APA Perin, CF Moro, ÉSM Pinto, BC Feltes, ... Informatics in medicine unlocked 23, 100539, 2021 | 17 | 2021 |
Architects meets Repairers: The interplay between homeobox genes and DNA repair BC Feltes DNA repair 73, 34-48, 2019 | 15 | 2019 |
Dynamics of DDB2-DDB1 complex under different naturally-occurring mutants in Xeroderma Pigmentosum disease BC Feltes, C Pedebos, D Bonatto, H Verli Biochimica et Biophysica Acta (BBA)-General Subjects 1862 (12), 2579-2589, 2018 | 11 | 2018 |
Benchmarking and Testing Machine Learning Approaches with BARRA:CuRDa, a Curated RNA-Seq Database for Cancer Research BC Feltes, JDF Poloni, M Dorn Journal of Computational Biology 28 (9), 931-944, 2021 | 9 | 2021 |