Area of research
Statistics and Probability · Artificial Intelligence
Research interest
Research interests include Computer science, Estimator, Medicine, Consistency (knowledge bases), Internal medicine, and Mathematics.
The effect of TERT promoter mutation on predicting meningioma outcomes: a multi-institutional cohort analysis
Prognostic value of DNA methylation subclassification, aneuploidy, and <i>CDKN2A/B</i> homozygous deletion in predicting clinical outcome of IDH mutant astrocytomas
Transfer Learning Under High-Dimensional Generalized Linear Models
Testing community structure for hypergraphs
Spectral Clustering via Adaptive Layer Aggregation for Multi-Layer Networks
Imbalanced classification: A paradigm‐based review
Comparison of solid tissue sequencing and liquid biopsy accuracy in identification of clinically relevant gene mutations and rearrangements in lung adenocarcinomas
Model Averaging for Nonlinear Regression Models
Association of body composition parameters measured on CT with risk of hospitalization in patients with Covid-19
RaSE: A Variable Screening Framework via Random Subspace Ensembles
Visceral adipose tissue in patients with COVID-19: risk stratification for severity
Mediation effect selection in high‐dimensional and compositional microbiome data
A projection-based conditional dependence measure with applications to high-dimensional undirected graphical models
On the sparsity of Mallows model averaging estimator
Neyman-Pearson classification algorithms and NP receiver operating characteristics
Model Selection for High-Dimensional Quadratic Regression via Regularization
Tuning-parameter selection in regularized estimations of large covariance matrices