2 papers
q-bio.BM2025
DeepFRI Demystified: Interpretability vs. Accuracy in AI Protein Function Prediction
Ananya Krishna, Valentina Simon, Arjan Kohli
Machine learning technologies for protein function prediction are black box models. Despite their potential to identify key drug targets with high accuracy and accelerate therapy d…
cs.LG2025
STAGED: A Multi-Agent Neural Network for Learning Cellular Interaction Dynamics
Joao F. Rocha, Ke Xu, Xingzhi Sun +6
The advent of single-cell technology has significantly improved our understanding of cellular states and subpopulations in various tissues under normal and diseased conditions by e…