Alberto López

  • PhD Student; M.Sc.

Interested in data science, AI and their application in biomedicine. Experienced in multi-modal learning, deep learning, explainable AI, bioinformatics and software development. Proficient in Python and R. Background in AI, big data and omics data analysis.

 

Publications 2026

Paja-García A, Romero-Becerra R, Aittokallio T, López A (2026)
Biomarker discovery and patient stratification in pancreatic cancer using incomplete multi-omics data
PLoS Comput Biol, 22 (9), e1014735 (in press)
DOI 10.1371/journal.pcbi.1014735, PubMed 42721202

Zobolas J, George AM, López A, Fischer S, Becker M, Aittokallio T (2026)
Prognostic biomarker discovery in pancreatic cancer through hybrid ensemble feature selection and multi-omics data
BioData Min, 19 (1)
DOI 10.1186/s13040-026-00546-0, PubMed 41957754

Publications 2025

Socolovsky M, López A, Greenson JK, Rennert G, Gruber SB, Moreno V (2025)
Efficient deep neural networks for cancer detection on histopathology combining attention and image downsampling
Sci Rep, 15 (1), 36917
DOI 10.1038/s41598-025-20954-2, PubMed 41125812

Publications 2024

López A, Zobolas J, Ole Christian Lingjærde, Nebdal D, Fleischer T, Aittokallio T (2024)
Explainable multi-omics deep clustering model reveals an important role of DNA methylation in pancreatic ductal adenocarcinoma
Nordic Machine Intelligence, 4 (2), 26-42
DOI 10.5617/NMI.10584, PublikaID 547

Publications 2019

López A, López-Cornejo P, López-López M, Lebrón JA, Ostos FJ, Pérez-Alfonso D, Oviedo J, Laschewsky A, Moyá ML (2019)
Influence of the degree of oligomerization of surfactants on the DNA/surfactant interaction
Colloids Surf B Biointerfaces, 182, 110399
DOI 10.1016/j.colsurfb.2019.110399, PubMed 31377609

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