Ontology highlight
ABSTRACT:
SUBMITTER: Li T
PROVIDER: S-EPMC6191855 | biostudies-literature | 2018 Oct
REPOSITORIES: biostudies-literature
Li Tengfei T Xie Fengchang F Feng Xiangnan X Ibrahim Joseph G JG Zhu Hongtu H
Statistica Sinica 20181001 4
As an important part of modern health care, medical imaging data, which can be regarded as densely sampled functional data, have been widely used for diagnosis, screening, treatment, and prognosis, such as finding breast cancer through mammograms. The aim of this paper is to propose a functional linear regression model for using functional (or imaging) predictors to predict clinical outcomes (e.g., disease status), while addressing missing clinical outcomes. We introduce an exponential tilting s ...[more]