CIWM neuro-symbolic framework reports r=0.447 correlation on GDSC N=83 data for colorectal cancer drug response and finds APC/Wnt pathway dominance over p53 via in silico perturbations validated on TCGA.
The free-energy principle: a rough guide to the brain? Trends Cogn
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
q-bio.QM 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Contextual Invertible World Models: A Neuro-Symbolic Agentic Framework for Colorectal Cancer Drug Response
CIWM neuro-symbolic framework reports r=0.447 correlation on GDSC N=83 data for colorectal cancer drug response and finds APC/Wnt pathway dominance over p53 via in silico perturbations validated on TCGA.