Modeling Disease Progression in Mild Cognitive Impairment and Alzheimer's Disease with Digital Twins

no code implementations • 24 Dec 2020 • Daniele Bertolini, Anton D. Loukianov, Aaron M. Smith, David Li-Bland, Yannick Pouliot, Jonathan R. Walsh, Charles K. Fisher

Alzheimer's Disease (AD) is a neurodegenerative disease that affects subjects in a broad range of severity and is assessed in clinical trials with multiple cognitive and functional instruments.

Incidence Networks for Geometric Deep Learning

no code implementations • ICML 2020 • Marjan Albooyeh, Daniele Bertolini, Siamak Ravanbakhsh

Sparse incidence tensors can represent a variety of structured data.

Drug Discovery Molecular Property Prediction +1