Publicacións

@article{rockne_future_2026,

title = {The future of mathematical oncology in the age of AI},

author = {Russell C. Rockne and Morten Andersen and Alexander R. A. Anderson and David Basanta and Angela Bentivegna and Sebastien Benzekry and Sergio Branciamore and Sarah C. Brüningk and Martina Conte and Farnoush Farahpour and Aleksandra Karolak and Alvaro Köhn-Luque and Guillermo Lorenzo and Babgen Manookian and Andrei S. Rodin and Lara Schmalenstroer and Juan Soler and Cristian Tomasetti and Konstancja Urbaniak},

url = {https://www.nature.com/articles/s41540-026-00656-9},

doi = {10.1038/s41540-026-00656-9},

issn = {2056-7189},

year  = {2026},

date = {2026-01-01},

urldate = {2026-03-18},

journal = {npj Systems Biology and Applications},

volume = {12},

number = {1},

pages = {22},

publisher = {Nature Publishing Group},

abstract = {This perspective article discusses emerging advances at the interface of mechanistic modeling and data-driven machine learning, highlighting opportunities for AI to accelerate discovery, improve predictive modeling, and enhance clinical decision-making. We address critical limitations of current AI approaches and propose a perspective on a future where AI augments mechanistic rigor, clinical relevance, and human creativity under the umbrella of a redefined understanding of Mathematical Oncology.},

keywords = {Cancer, Computational biology and bioinformatics, Mathematics and computing},

pubstate = {published},

tppubtype = {article}

}