Research map / Probabilistic and scientific modeling / Dynamical systems
Uncover Governing Law of Pathology Propagation Mechanism Through A Mean-Field Game
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's abstract only. Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Proposes a mean-field game model to uncover the governing law of tau propagation across cortex and its interaction with amyloid-beta in Alzheimer's disease.
Problem
Quantitative analysis of cortical tau propagation pathways and their interaction with amyloid-beta plaque cascades in Alzheimer's disease is lacking because pathology spreading flows are hard to image in vivo.
Approach
Models tau spreading across the cortex as a mean-field game to infer the governing mechanism of propagation and its coupling with amyloid-beta, rather than relying on direct in vivo flow imaging.
Closest papers by meaning
- A Stage-Aware Mixture of Experts Framework for Neurodegenerative Disease Progression Modelling (AAAI 2026 · similarity 0.88)
- Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization (ICML 2024 · similarity 0.83)
- Unscrambling disease progression at scale: fast inference of event permutations with optimal transport (NeurIPS 2024 · similarity 0.82)
- $\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes (NeurIPS 2024 · similarity 0.82)
- Universal Approximation of Mean-Field Models via Transformers (ICML 2025 · similarity 0.81)
- Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold (ICLR 2025 · similarity 0.81)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.