Marta Isabel Belchior Lopes


AuthID: R-000-D28

Confirmed Publications: 59



11
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
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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
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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
16
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
17
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
18
TITLE: Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions  Full Text
AUTHORS: Moreno Indias, I; Lahti, L; Nedyalkova, M; Elbere, I; Roshchupkin, G; Adilovic, M; Aydemir, O; Bakir Gungor, B; Pau, ECD; D'Elia, D; Desai, MS; Falquet, L; Gundogdu, A; Hron, K; Klammsteiner, T; Lopes, MB ; Marcos Zambrano, LJ; Marques, C; Mason, M; May, P; Pasic, L; Pio, G; Pongor, S; Promponas, VJ; Przymus, P; Saez Rodriguez, J; Sampri, A; Shigdel, R; Stres, B; Suharoschi, R; Truu, J; Truica, CO; Vilne, B; Vlachakis, D; Yilmaz, E; Zeller, G; Zomer, AL; Gomez Cabrero, D; Claesson, MJ; ...More
PUBLISHED: 2021, SOURCE: FRONTIERS IN MICROBIOLOGY, VOLUME: 12
INDEXED IN: Scopus WOS CrossRef: 45
IN MY: ORCID
19
TITLE: The Role of Network Science in Glioblastoma  Full Text
AUTHORS: Lopes, MB ; Martins, EP; Vinga, S ; Costa, BM;
PUBLISHED: 2021, SOURCE: CANCERS, VOLUME: 13, ISSUE: 5
INDEXED IN: Scopus WOS CrossRef: 6
IN MY: ORCID
20
TITLE: Identification of Common Gene Signatures in Microarray and RNA-Sequencing Data Using Network-Based Regularization
AUTHORS: Diegues, I; Vinga, S ; Lopes, MB ;
PUBLISHED: 2020, SOURCE: 8th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12108 LNBI
INDEXED IN: Scopus CrossRef
IN MY: ORCID
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