Marta Isabel Belchior Lopes


AuthID: R-000-D28

Confirmed Publications: 74



21
TITLE: Identification of biomarkers predictive of metastasis development in early-stage colorectal cancer using network-based regularization  Full Text
AUTHORS: Peixoto, Carolina; Lopes, Marta B. ; Martins, Marta; Casimiro, Sandra; Sobral, Daniel; Grosso, Ana Rita; Abreu, Catarina; Macedo, Daniela; Costa, Ana Lucia; Pais, Helena; Alvim, Cecilia; Mansinho, Andre; Filipe, Pedro; Costa, Pedro Marques da; Fernandes, Afonso; Borralho, Paula; Ferreira, Cristina; Malaquias, Joao; Quintela, Antonio; Kaplan, Shannon; Golkaram, Mahdi; Salmans, Michael; Khan, Nafeesa; Vijayaraghavan, Raakhee; Zhang, Shile; Pawlowski, Traci; Godsey, Jim; So, Alex; Liu, Li; Costa, Luis; Vinga, Susana ; ...More
PUBLISHED: 2023, SOURCE: BMC BIOINFORMATICS, VOLUME: 24, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 6
IN MY: ORCID
22
TITLE: Machine learning approaches in microbiome research: challenges and best practices  Full Text
AUTHORS: Papoutsoglou, Georgios; Tarazona, Sonia; Lopes, Marta B. ; Klammsteiner, Thomas; Ibrahimi, Eliana; Eckenberger, Julia; Novielli, Pierfrancesco; Tonda, Alberto; Simeon, Andrea; Shigdel, Rajesh; Bereux, Stephane; Vitali, Giacomo; Tangaro, Sabina; Lahti, Leo; Temko, Andriy; Claesson, Marcus J.; Berland, Magali;
PUBLISHED: 2023, SOURCE: FRONTIERS IN MICROBIOLOGY, VOLUME: 14
INDEXED IN: Scopus WOS CrossRef: 3 Unpaywall
IN MY: ORCID
23
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
24
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
25
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
26
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
27
28
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
29
30
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
Page 3 of 8. Total results: 74.

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