Detalhe da pesquisa
1.
Interpretable deep learning methods for multiview learning.
BMC Bioinformatics
; 25(1): 69, 2024 Feb 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-38350879
2.
The Intersections of COVID-19, HIV, and Race/Ethnicity: Machine Learning Methods to Identify and Model Risk Factors for Severe COVID-19 in a Large U.S. National Dataset.
AIDS Behav
; 2024 Feb 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-38326668
3.
Investigation of Causal Effects of Protein Biomarkers on Cardiovascular Disease in Persons With HIV.
J Infect Dis
; 227(8): 951-960, 2023 04 18.
Artigo
em Inglês
| MEDLINE | ID: mdl-36580481
4.
Integrative multi-omics approach for identifying molecular signatures and pathways and deriving and validating molecular scores for COVID-19 severity and status.
BMC Genomics
; 24(1): 319, 2023 Jun 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-37308820
5.
Bayesian integrative analysis and prediction with application to atherosclerosis cardiovascular disease.
Biostatistics
; 24(1): 124-139, 2022 12 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-33969382
6.
Sparse sliced inverse regression for high dimensional data analysis.
BMC Bioinformatics
; 23(1): 168, 2022 May 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-35525975
7.
Sparse linear discriminant analysis for multiview structured data.
Biometrics
; 78(2): 612-623, 2022 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-33739448
8.
sJIVE: Supervised Joint and Individual Variation Explained.
Comput Stat Data Anal
; 1752022 Nov.
Artigo
em Inglês
| MEDLINE | ID: mdl-36119152
9.
Sparse reduced-rank regression for integrating omics data.
BMC Bioinformatics
; 21(1): 283, 2020 Jul 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-32620072
10.
Penalized co-inertia analysis with applications to -omics data.
Bioinformatics
; 35(6): 1018-1025, 2019 03 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-30165424
11.
Integrative analysis of transcriptomic and metabolomic data via sparse canonical correlation analysis with incorporation of biological information.
Biometrics
; 74(1): 300-312, 2018 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-28482123
12.
Sparse generalized eigenvalue problem with application to canonical correlation analysis for integrative analysis of methylation and gene expression data.
Biometrics
; 74(4): 1362-1371, 2018 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-29750830
13.
Incorporating biological information in sparse principal component analysis with application to genomic data.
BMC Bioinformatics
; 18(1): 332, 2017 Jul 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-28697740
14.
mvlearnR and Shiny App for multiview learning.
Bioinform Adv
; 4(1): vbae005, 2024.
Artigo
em Inglês
| MEDLINE | ID: mdl-38304121
15.
Derivation of a Protein Risk Score for Cardiovascular Disease Among a Multiracial and Multiethnic HIV+ Cohort.
J Am Heart Assoc
; 12(13): e027273, 2023 07 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-37345752
16.
Developing A Baseline Metabolomic Signature Associated with COVID-19 Severity: Insights from Prospective Trials Encompassing 13 U.S. Centers.
Metabolites
; 13(11)2023 Oct 24.
Artigo
em Inglês
| MEDLINE | ID: mdl-37999202
17.
Development of a proteomic signature associated with severe disease for patients with COVID-19 using data from 5 multicenter, randomized, controlled, and prospective studies.
Sci Rep
; 13(1): 20315, 2023 11 20.
Artigo
em Inglês
| MEDLINE | ID: mdl-37985892
18.
Multi-omic analysis reveals enriched pathways associated with COVID-19 and COVID-19 severity.
PLoS One
; 17(4): e0267047, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-35468151
19.
Robust integrative biclustering for multi-view data.
Stat Methods Med Res
; 31(11): 2201-2216, 2022 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-36113157
20.
Deep IDA: A Deep Learning Method for Integrative Discriminant Analysis of Multi-View Data with Feature Ranking-An Application to COVID-19 severity.
ArXiv
; 2021 Nov 18.
Artigo
em Inglês
| MEDLINE | ID: mdl-34815984