1 citations · 1 across the 2 of their papers we have counts for
3 papers
Predicting Mutational Signature Exposures from H&E Whole Slide Images: A Pan-Cancer Feasibility Study
Flavio Sartori, Cesare Rollo, Isabella Caranzano +3
Mutational signatures reveal cancer-driving processes with clinical relevance: MMR-deficient tumors respond better to immunotherapy, HRD tumors are sensitive to PARP inhibitors, an…
Human mutation field reveals an equilibrium-like structure with irreversible circulation
Isabella Caranzano, Daniel Maria Busiello, Stefano Priorelli +2
The evolution of DNA sequences can be viewed as stochastic dynamics on a high-dimensional discrete space, but it is unclear when empirical transition biases reduce to an effective…
Sparsity is All You Need: Rethinking Biological Pathway-Informed Approaches in Deep Learning
Isabella Caranzano, Corrado Pancotti, Cesare Rollo +4
Biologically-informed neural networks typically leverage pathway annotations to enhance performance in biomedical applications. We hypothesized that the benefits of pathway integra…