79 citations · 174 across the 15 of their papers we have counts for
3 papers · 1 filter
Optimal dosing of anti-cancer treatment under drug-induced plasticity
Einar Bjarki Gunnarsson, Benedikt Vilji Magnússon, Jasmine Foo
While cancer has traditionally been considered a genetic disease, mounting evidence indicates an important role for non-genetic (epigenetic) mechanisms. Common anti-cancer drugs ha…
A statistical framework for detecting therapy-induced resistance from drug screens
Chenyu Wu, Einar Bjarki Gunnarsson, Jasmine Foo +1
Resistance to therapy remains a significant challenge in cancer treatment, often due to the presence of a stem-like cell population that drives tumor recurrence post-treatment. Mor…
Prediction of cancer dynamics under treatment using Bayesian neural networks: A simulated study
Even Moa Myklebust, Arnoldo Frigessi, Fredrik Schjesvold +3
Predicting cancer dynamics under treatment is challenging due to high inter-patient heterogeneity, lack of predictive biomarkers, and sparse and noisy longitudinal data. Mathematic…