• 4203 Citations
  • 24 h-Index
20042020
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Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 1 Similar Profiles
Support Vector Machine Mathematics
Classifier Mathematics
Margin Mathematics
Discrimination Mathematics
Quantile Regression Mathematics
Variable Selection Mathematics
Regression Mathematics
Penalty Mathematics

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Projects 2005 2020

Brain
Imaging techniques
Data integration
Biomarkers
Magnetic resonance imaging
Brain
Neuroimaging
Fusion reactions
Pathology
Learning systems
Learning systems
Computer science
Education
Statistics
Students

Research Output 2004 2016

  • 4203 Citations
  • 24 h-Index
  • 57 Article
  • 1 Conference contribution
5 Citations

Graph-guided joint prediction of class label and clinical scores for the Alzheimer’s disease

Yu, G., Liu, Y. & Shen, D. Sep 1 2016 In : Brain Structure and Function. 221, 7, p. 3787-3801 15 p.

Research output: Contribution to journalArticle

Alzheimer Disease
Joints
Prodromal Symptoms
Brain
Neuroimaging
789 Citations

Comprehensive genomic characterization of head and neck squamous cell carcinomas

The Cancer Genome Atlas Network Jan 29 2015 In : Nature. 517, 7536, p. 576-582 7 p.

Research output: Contribution to journalArticle

Mutation
Neoplasms
TNF Receptor-Associated Factor 3
cdc Genes
Atlases
4 Citations

IsoDOT Detects Differential RNA-Isoform Expression/Usage With Respect to a Categorical or Continuous Covariate With High Sensitivity and Specificity

Sun, W., Liu, Y., Crowley, J. J., Chen, T. H., Zhou, H., Chu, H., Huang, S., Kuan, P. F., Li, Y., Miller, D., Shaw, G., Wu, Y., Zhabotynsky, V., McMillan, L., Zou, F., Sullivan, P. F. & De Villena, F. P. M. Jul 3 2015 In : Journal of the American Statistical Association. 110, 511, p. 975-986 12 p.

Research output: Contribution to journalArticle

Differential Expression
Categorical
Specificity
Covariates
Gene
6 Citations

SPReM: Sparse Projection Regression Model For High-Dimensional Linear Regression

Sun, Q., Zhu, H., Liu, Y. & Ibrahim, J. G. Jan 2 2015 In : Journal of the American Statistical Association. 110, 509, p. 289-302 14 p.

Research output: Contribution to journalArticle

Linear regression
Regression Model
High-dimensional
Regression
Projection

Hypothesis testing for band size detection of high-dimensional banded precision matrices

An, B., Guo, J. & Liu, Y. 2014 In : Biometrika. 101, 2, p. 477-483 7 p.

Research output: Contribution to journalArticle

Hypothesis Testing
High-dimensional
Testing
Cross-validation
testing