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

por Wang, Jiuzhou, Safo, Sandra E.
Publicado 2021

Sparse sliced inverse regression for high dimensional data analysis

por Hilafu, Haileab, Safo, Sandra E.
Publicado 2022

Integrative multi-omics approach for identifying molecular signatures and pathways and deriving and validating molecular scores for COVID-19 severity and status

por Lipman, Danika, Safo, Sandra E., Chekouo, Thierry
Publicado 2023

Incorporating biological information in sparse principal component analysis with application to genomic data

por Li, Ziyi, Safo, Sandra E., Long, Qi
Publicado 2017

Sparse reduced-rank regression for integrating omics data

por Hilafu, Haileab, Safo, Sandra E., Haine, Lillian
Publicado 2020

Multi-omic analysis reveals enriched pathways associated with COVID-19 and COVID-19 severity

por Lipman, Danika, Safo, Sandra E., Chekouo, Thierry
Publicado 2022

Flexible Multi-Step Hypothesis Testing of Human ECoG Data using Cluster-based Permutation Tests with GLMEs

por König, Seth D, Safo, Sandra, Miller, Kai, Herman, Alexander B., Darrow, David P.
Publicado 2023

Derivation of a Protein Risk Score for Cardiovascular Disease Among a Multiracial and Multiethnic HIV+ Cohort

por Safo, Sandra E., Haine, Lillian, Baker, Jason, Reilly, Cavan, Duprez, Daniel, Neaton, James D., Jain, Mamta K., Arenas‐Pinto, Alejandro, Polizzotto, Mark, Staub, Therese
Publicado 2023

89976 ASSESSING PROTEIN BIOMARKERS ROLE IN CVD RISK PREDICTION IN PERSONS LIVING WITH HIV (PWH)

por Safo, Sandra, Haine, Lillian, Baker, Jason, Reilly, Cavan, Duprez, Daniel, Neaton, Jim, Wang, Jiuzhou, Jain, Mamta K., Pinto, Alejandro Arenas, Staub, Therese, Polizzotto, Mark
Publicado 2021

Developing A Baseline Metabolomic Signature Associated with COVID-19 Severity: Insights from Prospective Trials Encompassing 13 U.S. Centers

por Yang, Kaifeng, Kang, Zhiyu, Guan, Weihua, Lotfi-Emran, Sahar, Mayer, Zachary J., Guerrero, Candace R., Steffen, Brian T., Puskarich, Michael A., Tignanelli, Christopher J., Lusczek, Elizabeth, Safo, Sandra E.
Publicado 2023

Proteomic pathways associated with developing severe disease for patients with COVID-19: A biologic analysis of data from two multicenter randomized controlled trials encompassing...

por Samorodnitsky, Sarah, Castro-Pearson, Sandra, Yang, Kaifeng, Lotfi-Emran, Sahar, Ingraham, Nicholas E., Bramante, Carolyn, Geising, Sarah, Jones, Emma K., Wacker, David, Puskarich, Michael, Lusczek, Elizabeth, Safo, Sandra, Tignanelli, Christopher J.
Publicado 2023

Development of a proteomic signature associated with severe disease for patients with COVID-19 using data from 5 multicenter, randomized, controlled, and prospective studies

por Castro-Pearson, Sandra, Samorodnitsky, Sarah, Yang, Kaifeng, Lotfi-Emran, Sahar, Ingraham, Nicholas E., Bramante, Carolyn, Jones, Emma K., Greising, Sarah, Yu, Meng, Steffen, Brian, Svensson, Julia, Åhlberg, Eric, Österberg, Björn, Wacker, David, Guan, Weihua, Puskarich, Michael, Smed-Sörensen, Anna, Lusczek, Elizabeth, Safo, Sandra E., Tignanelli, Christopher J.
Publicado 2023