2 papers
cs.AI2026
Automatic Conversion of NICE Guidelines to an Executable Computational Model Using Large Language Models
Ashvin Gupta, Denys Prociuk, Alessandra Russo +1
Introduction: NICE guidelines provide evidence-based recommendations for clinical care but remain largely in unstructured natural language. Existing approaches to converting them i…
q-bio.QM2024
Physics-Informed Neural Networks can accurately model cardiac electrophysiology in 3D geometries and fibrillatory conditions
Ching-En Chiu, Aditi Roy, Sarah Cechnicka +6
Physics-Informed Neural Networks (PINNs) are fast becoming an important tool to solve differential equations rapidly and accurately, and to identify the systems parameters that bes…