activity
20162021
most citedNetwork model of human aging: frailty limits and information measures

52 citations · 144 across the 7 of their papers we have counts for

collaborators

7 papers

cond-mat.stat-mech2021★ 2 cited

Non-Fickian single-file pore transport

Spencer Farrell, Andrew D Rutenberg

Single file diffusion (SFD) exhibits anomalously slow collective transport when particles are able to immobilize by binding and unbinding to the one-dimensional channel within whic…

q-bio.QM2021★ 25 cited

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…

q-bio.QM2020★ 22 cited

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…

cond-mat.stat-mech2018★ 1 cited

Anomalously slow transport in single-file diffusion with slow binding kinetics

Spencer G. Farrell, Andrew D. Rutenberg

We computationally study the effects of binding kinetics to the channel wall, leading to transient immobility, on the diffusive transport of particles within narrow channels, that…

q-bio.PE2018★ 20 cited

Probing the network structure of health deficits in human aging

Spencer G. Farrell, Arnold B. Mitnitski, Olga Theou +2

We confront a network model of human aging and mortality in which nodes represent health attributes that interact within a scale-free network topology, with observational data that…

q-bio.PE2017★ 22 cited

Unifying ageing and frailty through complex dynamical networks

Andrew D. Rutenberg, Arnold B. Mitnitski, Spencer Farrell +1

To explore the mechanistic relationships between ageing, frailty and mortality, we developed a computational model in which possible health attributes are represented by the nodes…