Publications

Articles

International Journal Articles: 6

2021

- Rafaela C. Cruz and Pedro Reis Costa and Susana Vinga and Ludwig Krippahl and Marta Lopes, A Review of Recent Machine Learning Advances for Forecasting Harmful Algal Blooms and Shellfish Contamination, article in Journal of Marine Science and Engineering vol. 9 (3) pp. 283, Mar. 2021 [DOI Article link] [bibTex]
- Marta Lopes and Eduarda P. Martins and Susana Vinga and Bruno M. Costa, The Role of Network Science in Glioblastoma, article in Cancers vol. 13 (5) pp. 1045, Mar. 2021 [DOI Article link] [bibTex]

2020

- Carolina Peixoto and Marta Lopes and M Martins and L Costa and Susana Vinga, TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data, article in Biomedicines vol. 8 (11), Nov. 2020 [DOI Article link] [bibTex]
- Marta Lopes and Susana Vinga, Tracking intratumoral heterogeneity in glioblastoma via regularized classification of single-cell RNA-Seq data, article in BMC Bioinformatics vol. 21 (1), Feb. 2020 [DOI Article link] [bibTex]

2019

- Segaert, P and Marta Lopes and Sandra Casimiro and Susana Vinga and Rousseeuw, PJ, Robust identification of target genes and outliers in triple-negative breast cancer data, article in Statistical Methods in Medical Research vol. 28 pp. 3042-3056, Nov. 2019 [DOI Article link] [bibTex] [PDF]