Search Results for author: Jiuzhou Wang

Found 2 papers, 2 papers with code

Multiple Augmented Reduced Rank Regression for Pan-Cancer Analysis

1 code implementation30 Aug 2023 Jiuzhou Wang, Eric F. Lock

To address variation architectures correctly and comprehensively for high-dimensional data across multiple sample sets (i. e., cohorts), we propose multiple augmented reduced rank regression (maRRR), a flexible matrix regression and factorization method to concurrently learn both covariate-driven and auxiliary structured variation.

Imputation regression

Deep IDA: A Deep Learning Method for Integrative Discriminant Analysis of Multi-View Data with Feature Ranking -- An Application to COVID-19 severity

2 code implementations18 Nov 2021 Jiuzhou Wang, Sandra E. Safo

COVID-19 severity is due to complications from SARS-Cov-2 but the clinical course of the infection varies for individuals, emphasizing the need to better understand the disease at the molecular level.

Cannot find the paper you are looking for? You can Submit a new open access paper.