Author

Lola Alonso

Spanish National Cancer Research CentreORCID 0000-0002-3493-718XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1

Frequent Co-Authors

Evangelina López de MaturanaiD· 2 shared Núria MalatsiD· 2 shared Pablo Villoslada-BlancoiD· 2 shared Sergio Sabroso‐LasaiD· 2 shared Brune De DreuilleiD· 1 shared Catherine Alix‐PanabièresiD· 1 shared Francisco X. RealiD· 1 shared Klaus PanteliD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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2 shared papersBioinformatics

Evangelina López de MaturanaORCID

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2 papers

Recent·Most cited

Learning from Drops: AI-Guided Integration of Liquid Biopsy Features in Cancer Studies

Mireia Andueza, Pablo Villoslada-Blanco, Brune De Dreuille, Lola Alonso, Sergio Sabroso‐Lasa, Klaus Pantel, Catherine Alix‐Panabières, Evangelina López de Maturana, Núria Malats

This paper provides methodological guidance for integrating liquid biopsy features using AI, emphasizing data preprocessing, feature selection, and model validation.

bioRxiv · May 17, 2026 · PreprintBioinformatics

DEVELOPMENT OF A CONSENSUS MOLECULAR CLASSIFIER FOR PANCREATIC DUCTAL ADENOCARCINOMA

Pablo Villoslada-Blanco, Lola Alonso, Sergio Sabroso‐Lasa, Miguel Maquedano, Lidia Estudillo, Francisco X. Real, Evangelina López de Maturana, Núria Malats

This paper develops a consensus molecular classifier for pancreatic ductal adenocarcinoma by integrating tumor and stroma features, achieving high accuracy in predicting overall survival.

Genome Medicine · Nov 14, 2025Peer-reviewedBioinformatics