Marta Isabel Belchior Lopes


AuthID: R-000-D28

Confirmed Publications: 72



21
TITLE: Multi-omics Data Integration and Network Inference for Biomarker Discovery in Glioma
AUTHORS: Coletti, Roberta ; Lopes, Marta B. ;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT II, VOLUME: 14116
INDEXED IN: Scopus WOS CrossRef Unpaywall
IN MY: ORCID
22
TITLE: Overview of data preprocessing for machine learning applications in human microbiome research  Full Text
AUTHORS: Ibrahimi, Eliana; Lopes, Marta B. ; Dhamo, Xhilda; Simeon, Andrea; Shigdel, Rajesh; Hron, Karel; Stres, Blaz; D'Elia, Domenica; Berland, Magali; Marcos Zambrano, Laura Judith;
PUBLISHED: 2023, SOURCE: FRONTIERS IN MICROBIOLOGY, VOLUME: 14
INDEXED IN: Scopus WOS CrossRef Unpaywall
IN MY: ORCID
23
TITLE: Regularized Generalized Linear Models to Disclose Host-Microbiome Associations in Colorectal Cancer
AUTHORS: Eliana Ibrahimi; Mina Norouzirad ; Melisa Meto; Marta B Lopes ;
PUBLISHED: 2023, SOURCE: ACM International Conference Proceeding Series
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID
24
TITLE: Classification and biomarker selection in lower-grade glioma using robust sparse logistic regression applied to RNA-seq data
AUTHORS: Carrilho, JF; Lopes, MB ;
PUBLISHED: 2022, SOURCE: Revista Brasileira de Biometria, VOLUME: 40, ISSUE: 4
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID
25
26
TITLE: ROSIE: RObust Sparse ensemble for outlIEr detection and gene selection in cancer omics data  Full Text
AUTHORS: Jensch, A; Lopes, MB ; Vinga, S ; Radde, N;
PUBLISHED: 2022, SOURCE: STATISTICAL METHODS IN MEDICAL RESEARCH, VOLUME: 31, ISSUE: 5
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
27
28
TITLE: A Review of Recent Machine Learning Advances for Forecasting Harmful Algal Blooms and Shellfish Contamination
AUTHORS: Cruz, RC; Costa, PR; Vinga, S ; Krippahl, L; Lopes, MB ;
PUBLISHED: 2021, SOURCE: JOURNAL OF MARINE SCIENCE AND ENGINEERING, VOLUME: 9, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef: 52
IN MY: ORCID
29
TITLE: Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment  Full Text
AUTHORS: Marcos Zambrano, LJ; Karaduzovic Hadziabdic, K; Turukalo, TL; Przymus, P; Trajkovik, V; Aasmets, O; Berland, M; Gruca, A; Hasic, J; Hron, K; Klammsteiner, T; Kolev, M; Lahti, L; Lopes, MB ; Moreno, V; Naskinova, I; Org, E; Paciencia, I; Papoutsoglou, G; Shigdel, R; Stres, B; Vilne, B; Yousef, M; Zdravevski, E; Tsamardinos, I; Pau, ECD; Claesson, MJ; Moreno Indias, I; Truu, J; ...More
PUBLISHED: 2021, SOURCE: FRONTIERS IN MICROBIOLOGY, VOLUME: 12
INDEXED IN: Scopus WOS CrossRef: 134
IN MY: ORCID
30
TITLE: Learning Biomedical Networks: Toward Data-Informed Clinical Decision and Therapy
AUTHORS: Marta B Lopes ; Susana Vinga ;
PUBLISHED: 2021, SOURCE: Computational Biology - Advances in Artificial Intelligence, Computation, and Data Science
INDEXED IN: CrossRef
IN MY: ORCID
Page 3 of 8. Total results: 72.

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