AI & ML Practical Magic

We can now spot Alzheimer's early by looking at the brain like a building that’s literally buckling under the weight of toxic sludge.

March 23, 2026

Original Paper

A computational framework to predict the spreading of Alzheimer's disease

A. Vazquez-Palomo, C. Betegón, J. Weickenmeier, E. Martínez-Pañeda

arXiv · 2603.19829

The Takeaway

Instead of viewing Alzheimer's as purely a biological mystery, this model uses the physics of fluid flow and mechanical stress to map how toxic proteins physically shrivel the brain. It treats the organ like a deforming mechanical structure, allowing for personalized 'structural forecasts' of how a patient's brain will change over time.

From the abstract

Alzheimer's disease is characterised by the spreading of misfolded proteins and progressive structural changes in the brain. Despite significant clinical research, understanding how microscopic protein dynamics translate into macroscopic tissue degeneration remains a major challenge. In this work, we present a three-dimensional, finite element-based computational framework to model disease progression by combining multi-protein transport and brain tissue deformation within anatomically realistic