1
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; Pedro C. Magalhães; 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
2
TITLE: Evaluating the Causal Role of Environmental Data in Shellfish Biotoxin Contamination on the Portuguese Coast
AUTHORS: Ana Rita Baião; Carolina Peixoto; Marta Lopes ; Pedro Reis Costa; Alexandra Carvalho; Susana Vinga;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence, EPIA 2023 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14116 LNAI
INDEXED IN: Scopus CrossRef Unpaywall
3
TITLE: Kidney Cancer Biomarker Selection Using Regularized Survival Models  Full Text
AUTHORS: Peixoto, Carolina; Martins, Marta; Costa, Luis; Vinga, Susana ;
PUBLISHED: 2022, SOURCE: CELLS, VOLUME: 11, ISSUE: 15
INDEXED IN: Scopus WOS
4
TITLE: TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data
AUTHORS: Peixoto, C; Lopes, MB ; Martins, M; Costa, L; Vinga, S ;
PUBLISHED: 2020, SOURCE: BIOMEDICINES, VOLUME: 8, ISSUE: 11
INDEXED IN: Scopus WOS CrossRef: 4