Search Results for author: David C. Christiani

Found 2 papers, 1 papers with code

Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients

no code implementations9 Mar 2023 Yuming Sun, Jian Kang, Chinmay Haridas, Nicholas R. Mayne, Alexandra L. Potter, Chi-Fu Jeffrey Yang, David C. Christiani, Yi Li

The National Lung Screening Trial (NLST) employed computed tomography texture analysis, which provides objective measurements of texture patterns on CT scans, to quantify the mortality risks of lung cancer patients.

feature selection Survival Analysis +1

Estimating the health effects of environmental mixtures using Bayesian semiparametric regression and sparsity inducing priors

1 code implementation30 Nov 2017 Joseph Antonelli, Maitreyi Mazumdar, David Bellinger, David C. Christiani, Robert Wright, Brent A. Coull

To estimate the health effects of complex mixtures we propose a flexible Bayesian approach that allows exposures to interact with each other and have nonlinear relationships with the outcome.

Methodology

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