基本信息
浏览量:3
职业迁徙
个人简介
My current work comprises metabolic profiling, pathway study, data analysis, and visualization methods. My main research topics have covered: i) airborne markers of lung diseases and oxidative stress-related VOC markers of cancer; ii) study of bacterial metabolites in biospecimens for identification of infections; iii) acquirement of representative protein profiles for pathogen identification at inter- and intra-species level; iv) metabolomics applied to the study of mechanisms of action of antimicrobial agents and resistance development in multi-drug resistant pathogens; v) lipidomic studies, vi) chemometrics and artificial intelligence tools applied to biomarker discovery and molecular diagnosis.
My expertise includes qualitative and quantitative determinations in conventional and alternative biological matrices and non-biological samples; Analysis of drugs and their metabolites, pharmaceutical products, pesticides, metabolism products, inhalants, environmental pollutants, accelerants; Screening toxicological analysis; Analysis of molecular profiles in biological samples; Sample preparation and extraction techniques (HS, NTD, SPME, LLE, SPE, DPX, LLME etc.); Analytical apparatus: LC-DAD, GCxGC-TOF-MS, GC coupled to FID, TSD, MS (Q, TOF, ion trap); Analytical validation (evaluation of figures of merit according to international guidelines); Biostatistics; Advanced data analysis using R language: processing, treatment and visualization of raw analytical data and spectroscopic data / usage of chemometric tools: unsupervised (PCA, HCA, k-means; SOMs) and supervised analysis - mainly, machine learning methods (decision trees, multiple linear regression, kNN, ANN, Naive Bayes, RF, SVM, PLS-DA).
*Google Scholar: Fernanda Monedeiro
研究兴趣
论文共 37 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
ACS FOOD SCIENCE & TECHNOLOGYno. 2 (2024): 382-391
INTERNATIONAL DAIRY JOURNAL (2024)
ACS OMEGAno. 13 (2024): 14899-14910
Michał Złoch, Ewelina Sibińska,Fernanda Monedeiro,Wioletta Miśta,Adrian Arendowski, Piotr Fijałkowski,Monika Pietrowska,Jolanta Mrochem-Kwarciak, Anna Jędrzejewska,Ewa Telka, Kinga Karoń, Małgorzata Rabsztyn,Paweł Pomastowski,Dorota Gabryś
crossref(2024)
Radik Mametov,Gulyaim Sagandykova,Fernanda Monedeiro, Aleksandra Florkiewicz,Piotr Piszczek,Aleksandra Radtke,Pawel Pomastowski
Scientific reportsno. 1 (2024)
ANALYTICAL CHEMISTRYno. 44 (2023): 16251-16262
ACS omegano. 48 (2023): 46236-46251
Fabiana Spineti dos Santos,Fernanda Monedeiro, Jesus Antonio Velho, Sergio Ricardo Silva Cibreiros de Souza,Eduardo Geraldo de Campos,Bruno Spinosa De Martinis
加载更多
作者统计
#Papers: 37
#Citation: 312
H-Index: 11
G-Index: 16
Sociability: 5
Diversity: 3
Activity: 42
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn