Sandra Safo

20152019
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Research Output 2015 2019

  • 11 Article
  • 1 Conference contribution
  • 1 Review article
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Article
2019
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
2018
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
2017
8 Citations (Scopus)

Glucose challenge test screening for prediabetes and early diabetes

Jackson, S. L., Safo, S. E., Staimez, L. R., Olson, D. E., Narayan, K. M. V., Long, Q., Lipscomb, J., Rhee, M. K., Wilson, P. W. F., Tomolo, A. M. & Phillips, L. S., May 2017, In : Diabetic Medicine. 34, 5, p. 716-724 9 p.

Research output: Contribution to journalArticle

Open Access
Prediabetic State
Glucose
Glucose Tolerance Test
ROC Curve
Veterans Health
1 Citation (Scopus)

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

Li, Z., Safo, S. E. & Long, Q., Jul 11 2017, In : BMC bioinformatics. 18, 1, 332.

Research output: Contribution to journalArticle

Open Access
Principal Component Analysis
Principal component analysis
Genomics
Glioblastoma
Variable Selection
3 Citations (Scopus)

Participation in a National Lifestyle Change Program is associated with improved diabetes Control outcomes

Jackson, S. L., Staimez, L. R., Safo, S., Long, Q., Rhee, M. K., Cunningham, S. A., Olson, D. E., Tomolo, A. M., Ramakrishnan, U., Narayan, V. K. M. & Phillips, L. S., Sep 2017, In : Journal of Diabetes and its Complications. 31, 9, p. 1430-1436 7 p.

Research output: Contribution to journalArticle

Open Access
Life Style
Eye Diseases
Veterans Health
Kidney
United States Department of Veterans Affairs
5 Citations (Scopus)

Reduced Cardiovascular Disease Incidence With a National Lifestyle Change Program

Jackson, S. L., Safo, S., Staimez, L. R., Long, Q., Rhee, M. K., Cunningham, S. A., Olson, D. E., Tomolo, A. M., Ramakrishnan, U., Narayan, K. M. V. & Phillips, L. S., Apr 1 2017, In : American journal of preventive medicine. 52, 4, p. 459-468 10 p.

Research output: Contribution to journalArticle

Open Access
Life Style
Cardiovascular Diseases
Incidence
Cerebrovascular Disorders
Hydroxymethylglutaryl-CoA Reductase Inhibitors
2016
13 Citations (Scopus)

General sparse multi-class linear discriminant analysis

Safo, S. E. & Ahn, J., Jul 2016, In : Computational Statistics and Data Analysis. 99, p. 81-90 10 p.

Research output: Contribution to journalArticle

Discriminant analysis
Multi-class
Discriminant Analysis
Discrimination
Binary
2015
2 Citations (Scopus)

Sample size determination for training cancer classifiers from microarray and RNA-seq data

Safo, S., Song, X. & Dobbin, K. K., Jun 1 2015, In : Annals of Applied Statistics. 9, 2, p. 1053-1075 23 p.

Research output: Contribution to journalArticle

Size determination
Sample Size Determination
Microarrays
RNA
Microarray