: The model uses a biologically informed structure where connections between neurons represent real biological interactions.
: High-ranking genes like PDGFB are directly linked to complications like fibrosis, which affects over a third of Crohn's patients. 🧠 The Technology: Biosparsified Neural Networks
How differ from standard neural network layers? top-100-nn
The "top-100-NN" list acts as a genetic "shortlist" for clinical investigation.
: These genes are highly relevant to specific IBD subtypes, helping clinicians distinguish between Crohn’s and ulcerative colitis. : The model uses a biologically informed structure
Other currently being researched with this technology?
Traditional neural networks are often "black boxes," but the NNbiosparsecap N cap N sub b i o s p a r s e end-sub architecture is designed for . The "top-100-NN" list acts as a genetic "shortlist"
: The system processes complex inputs like gene expressions and mutation lists using advanced structures like Graph Neural Networks (GNN) and Transformers.