Sandra Safo

20152019
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Discriminant analysis Engineering & Materials Science
Canonical Correlation Analysis Mathematics
Metabolomics Medicine & Life Sciences
Discriminant Analysis Mathematics
Life Style Medicine & Life Sciences
Glucose Medicine & Life Sciences
Size determination Engineering & Materials Science
Gene expression Engineering & Materials Science

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Research Output 2015 2019

  • 11 Article
  • 1 Conference contribution
  • 1 Review article
2 Citations (Scopus)

Penalized co-inertia analysis with applications to-omics data

Min, E. J., Safo, S. E. & Long, Q., Mar 15 2019, In : Bioinformatics. 35, 6, p. 1018-1025 8 p.

Research output: Contribution to journalArticle

Open Access
Inertia
Statistical methods
Cells
Cancer
Gene expression
1 Citation (Scopus)

Sparse linear discriminant analysis in structured covariates space

Safo, S. E. & Long, Q., Apr 2019, In : Statistical Analysis and Data Mining. 12, 2, p. 56-69 14 p.

Research output: Contribution to journalArticle

Discriminant analysis
Discriminant Analysis
Covariates
Biomarkers
Discriminant
4 Citations (Scopus)

Inpatient Glucose Values: Determining the Nondiabetic Range and Use in Identifying Patients at High Risk for Diabetes

Rhee, M. K., Safo, S. E., Jackson, S. L., Xue, W., Olson, D. E., Long, Q., Barb, D., Haw, J. S., Tomolo, A. M. & Phillips, L. S., Apr 2018, In : American Journal of Medicine. 131, 4, p. 443.e11-443.e24

Research output: Contribution to journalArticle

Inpatients
Glucose
Hospitalization
United States Department of Veterans Affairs
Continuity of Patient Care
5 Citations (Scopus)

Integrative analysis of transcriptomic and metabolomic data via sparse canonical correlation analysis with incorporation of biological information

Safo, S. E., Li, S. & Long, Q., Mar 2018, In : Biometrics. 74, 1, p. 300-312 13 p.

Research output: Contribution to journalArticle

Open Access
Metabolomics
Canonical Correlation Analysis
Sparse Data
metabolomics
transcriptomics
2 Citations (Scopus)

Sparse generalized eigenvalue problem with application to canonical correlation analysis for integrative analysis of methylation and gene expression data

Safo, S. E., Ahn, J., Jeon, Y. & Jung, S., Dec 2018, In : Biometrics. 74, 4, p. 1362-1371 10 p.

Research output: Contribution to journalArticle

Canonical Correlation Analysis
Generalized Eigenvalue Problem
Methylation
Gene Expression Data
Gene expression