Ontology highlight
ABSTRACT:
SUBMITTER: Wang X
PROVIDER: S-EPMC7890797 | biostudies-literature | 2020 Jul
REPOSITORIES: biostudies-literature
Proceedings of machine learning research 20200701
The proliferation of medical monitoring devices makes it possible to track health vitals at high frequency, enabling the development of dynamic health risk scores that change with the underlying readings. Survival analysis, in particular hazard estimation, is well-suited to analyzing this stream of data to predict disease onset as a function of the time-varying vitals. This paper introduces the software package BoXHED (pronounced 'box-head') for nonparametrically estimating hazard functions via ...[more]