Multi-omic analysis reveals enriched pathways associated with COVID-19 and COVID-19 severity von Lipman, Danika, Safo, Sandra E, Chekouo, Thierry

Volltext

Sparse sliced inverse regression for high dimensional data analysis von Hilafu, Haileab, Safo, Sandra E

Volltext

Integrative multi-omics approach for identifying molecular signatures and pathways and deriving and validating molecular scores for COVID-19 severity and status von Lipman, Danika, Safo, Sandra E, Chekouo, Thierry

Volltext

Interpretable deep learning methods for multiview learning von Wang, Hengkang, Lu, Han, Sun, Ju, Safo, Sandra E

Volltext

Sparse reduced-rank regression for integrating omics data von Hilafu, Haileab, Safo, Sandra E, Haine, Lillian

Volltext

Incorporating biological information in sparse principal component analysis with application to genomic data von Li, Ziyi, Safo, Sandra E, Long, Qi

Volltext

Author Correction: Development of a proteomic signature associated with severe disease for patients with COVID-19 using data from 5 multicenter, randomized, controlled, and prospec... von Castro-Pearson, Sandra, Samorodnitsky, Sarah, Yang, Kaifeng, Lotfi-Emran, Sahar, Ingraham, Nicholas E., Bramante, Carolyn, Jones, Emma K., Greising, Sarah, Yu, Meng, Steffen, Brian T., Svensson, Julia, Åhlberg, Eric, Österberg, Björn, Wacker, David, Guan, Weihua, Puskarich, Michael, Smed-Sörensen, Anna, Lusczek, Elizabeth, Safo, Sandra E., Tignanelli, Christopher J.

Volltext

Development of a proteomic signature associated with severe disease for patients with COVID-19 using data from 5 multicenter, randomized, controlled, and prospective studies von Castro-Pearson, Sandra, Samorodnitsky, Sarah, Yang, Kaifeng, Lotfi-Emran, Sahar, Ingraham, Nicholas E., Bramante, Carolyn, Jones, Emma K., Greising, Sarah, Yu, Meng, Steffen, Brian T., Svensson, Julia, Åhlberg, Eric, Österberg, Björn, Wacker, David, Guan, Weihua, Puskarich, Michael, Smed-Sörensen, Anna, Lusczek, Elizabeth, Safo, Sandra E., Tignanelli, Christopher J.

Volltext

Derivation of a Protein Risk Score for Cardiovascular Disease Among a Multiracial and Multiethnic HIV+ Cohort von Safo, Sandra E, Haine, Lillian, Baker, Jason, Reilly, Cavan, Duprez, Daniel, Neaton, James D, Jain, Mamta K, Arenas-Pinto, Alejandro, Polizzotto, Mark, Staub, Therese

Volltext

DeepIDA-GRU: a deep learning pipeline for integrative discriminant analysis of cross-sectional and longitudinal multiview data with applications to inflammatory bowel disease class... von Jain, Sarthak, Safo, Sandra E

Volltext

Bayesian integrative analysis and prediction with application to atherosclerosis cardiovascular disease von Chekouo, Thierry, Safo, Sandra E

Volltext

Integrative Analysis of Transcriptomic and Metabolomic Data via Sparse Canonical Correlation Analysis with Incorporation of Biological Information von Safo, Sandra E., Li, Shuzhao, Long, Qi

Volltext

Sparse linear discriminant analysis for multiview structured data von Safo, Sandra E., Min, Eun Jeong, Haine, Lillian

Volltext

SARS-CoV-2 infection is associated with intestinal permeability, systemic inflammation, and microbial dysbiosis in hospitalized patients von Basting, Christopher M, Langat, Robert, Broedlow, Courtney A, Guerrero, Candace R, Bold, Tyler D, Bailey, Melisa, Velez, Adrian, Schroeder, Ty, Short-Miller, Jonah, Cromarty, Ross, Mayer, Zachary J, Southern, Peter J, Schacker, Timothy W, Safo, Sandra E, Bramante, Carolyn T, Tignanelli, Christopher J, Schifanella, Luca, Klatt, Nichole R

Volltext

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

Volltext

Penalized co-inertia analysis with applications to -omics data von Min, Eun Jeong, Safo, Sandra E, Long, Qi

Volltext

Assessing associations between individual-level social determinants of health and COVID-19 hospitalizations: Investigating racial/ethnic disparities among people living with human... von Vaidya, Dimple, Wilkins, Kenneth J, Hurwitz, Eric, Islam, Jessica Y, Li, Dongmei, Sun, Jing, Safo, Sandra E, Ross, Jennifer M, Hassan, Shukri, Hill, Elaine, Nosyk, Bohdan, Varley, Cara D, Fadul, Nada, Camacho-Rivera, Marlene, Madlock-Brown, Charisse, Patel, Rena C

Volltext

Sparse Generalized Eigenvalue Problem with Application to Canonical Correlation Analysis for Integrative Analysis of Methylation and Gene Expression Data von Safo, Sandra E., Ahn, Jeongyoun, Jeon, Yongho, Jung, Sungkyu

Volltext

General sparse multi-class linear discriminant analysis von Safo, Sandra E., Ahn, Jeongyoun

Volltext

Deep IDA: a deep learning approach for integrative discriminant analysis of multi-omics data with feature ranking-an application to COVID-19 von Wang, Jiuzhou, Safo, Sandra E

Volltext