52 citations · 182 across the 6 of their papers we have counts for
3 papers · 1 filter
Interpretable machine learning for high-dimensional trajectories of aging health
Spencer Farrell, Arnold Mitnitski, Kenneth Rockwood +1
We have built a computational model for individual aging trajectories of health and survival, which contains physical, functional, and biological variables, and is conditioned on d…
The potential for complex computational models of aging
Spencer Farrell, Garrett Stubbings, Kenneth Rockwood +2
The gradual accumulation of damage and dysregulation during the aging of living organisms can be quantified. Even so, the aging process is complex and has multiple interacting phys…
A dynamical network model for age-related health deficits and mortality
Swadhin Taneja, Arnold B. Mitnitski, Kenneth Rockwood +1
How long people live depends on their health, and how it changes with age. Individual health can be tracked by the accumulation of age-related health deficits. The fraction of age-…