312 citations · 649 across the 29 of their papers we have counts for
3 papers · 1 filter
Copula-Based Deep Survival Models for Dependent Censoring
Ali Hossein Gharari Foomani, Michael Cooper, Russell Greiner +1
A survival dataset describes a set of instances (e.g. patients) and provides, for each, either the time until an event (e.g. death), or the censoring time (e.g. when lost to follow…
An Effective Meaningful Way to Evaluate Survival Models
Shi-ang Qi, Neeraj Kumar, Mahtab Farrokh +5
One straightforward metric to evaluate a survival prediction model is based on the Mean Absolute Error (MAE) -- the average of the absolute difference between the time predicted by…
Modeling and Forecasting COVID-19 Cases using Latent Subpopulations
Roberto Vega, Zehra Shah, Pouria Ramazi +1
Classical epidemiological models assume homogeneous populations. There have been important extensions to model heterogeneous populations, when the identity of the sub-populations i…