MicroRNA expression profiles and type 1 diabetes mellitus: systematic review and bioinformatic analysis TS Assmann, M Recamonde-Mendoza, BM De Souza, D Crispim Endocrine connections 6 (8), 773-790, 2017 | 163 | 2017 |
MicroRNAs and diabetic kidney disease: Systematic review and bioinformatic analysis TS Assmann, M Recamonde-Mendoza, BM de Souza, AC Bauer, ... Molecular and cellular endocrinology 477, 90-102, 2018 | 102 | 2018 |
What variables are important in predicting bovine viral diarrhea virus? A random forest approach G Machado, MR Mendoza, LG Corbellini Veterinary research 46, 1-15, 2015 | 97 | 2015 |
Identifying outbreaks of Porcine Epidemic Diarrhea virus through animal movements and spatial neighborhoods G Machado, C Vilalta, M Recamonde-Mendoza, C Corzo, M Torremorell, ... Scientific reports 9 (1), 457, 2019 | 74 | 2019 |
MicroRNA expression profile in plasma from type 1 diabetic patients: Case-control study and bioinformatic analysis TS Assmann, M Recamonde-Mendoza, M Punales, B Tschiedel, ... Diabetes research and clinical practice 141, 35-46, 2018 | 61 | 2018 |
Circulating miRNAs in diabetic kidney disease: case–control study and in silico analyses TS Assmann, M Recamonde-Mendoza, AR Costa, M Puñales, ... Acta diabetologica 56, 55-65, 2019 | 54 | 2019 |
Spectral alignment of graphs S Feizi, G Quon, M Recamonde-Mendoza, M Medard, M Kellis, ... IEEE Transactions on Network Science and Engineering 7 (3), 1182-1197, 2019 | 52 | 2019 |
RFMirTarget: predicting human microRNA target genes with a random forest classifier MR Mendoza, GC da Fonseca, G Loss-Morais, R Alves, R Margis, ... PloS one 8 (7), e70153, 2013 | 52 | 2013 |
Detecting Aedes aegypti mosquitoes through audio classification with convolutional neural networks MS Fernandes, W Cordeiro, M Recamonde-Mendoza Computers in Biology and Medicine 129, 104152, 2021 | 42 | 2021 |
How to make more from exposure data? An integrated machine learning pipeline to predict pathogen exposure NM Fountain‐Jones, G Machado, S Carver, C Packer, ... Journal of Animal Ecology 88 (10), 1447-1461, 2019 | 40 | 2019 |
Spectral alignment of networks S Feizi, G Quon, M Medard, M Kellis, A Jadbabaie | 40 | 2015 |
Circulating microRNAs in obese and lean heart failure patients: A case–control study with computational target prediction analysis JG Thome, MR Mendoza, AV Cheuiche, VL La Porta, D Silvello, ... Gene 574 (1), 1-10, 2015 | 29 | 2015 |
Synergistic effects between ADORA2A and DRD2 genes on anxiety disorders in children with ADHD TT Fraporti, V Contini, L Tovo-Rodrigues, M Recamonde-Mendoza, ... Progress in Neuro-Psychopharmacology and Biological Psychiatry 93, 214-220, 2019 | 27 | 2019 |
Urinary peptidomics and bioinformatics for the detection of diabetic kidney disease LA Brondani, AA Soares, M Recamonde-Mendoza, A Dall’Agnol, ... Scientific reports 10 (1), 1242, 2020 | 26 | 2020 |
EPGAT: gene essentiality prediction with graph attention networks J Schapke, A Tavares, M Recamonde-Mendoza IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (3 …, 2021 | 22 | 2021 |
A call for citizen science in pandemic preparedness and response: beyond data collection YR Tan, A Agrawal, MP Matsoso, R Katz, SLM Davis, AS Winkler, A Huber, ... BMJ Global Health 7 (6), e009389, 2022 | 21 | 2022 |
Machine learning methods for prediction of cancer driver genes: a survey paper R Andrades, M Recamonde-Mendoza Briefings in Bioinformatics 23 (3), bbac062, 2022 | 19 | 2022 |
Systems biology approach identifies key regulators and the interplay between miRNAs and transcription factors for pathological cardiac hypertrophy M Recamonde-Mendoza, AV Werhli, A Biolo Gene 698, 157-169, 2019 | 17 | 2019 |
Evolving random boolean networks with genetic algorithms for regulatory networks reconstruction MR Mendoza, ALC Bazzan Proceedings of the 13th annual Conference on Genetic and Evolutionary …, 2011 | 17 | 2011 |
A comparative evaluation of aggregation methods for machine learning over vertically partitioned data B Trevizan, J Chamby-Diaz, ALC Bazzan, M Recamonde-Mendoza Expert systems with applications 152, 113406, 2020 | 16 | 2020 |