Sanguo Zhang
Key Laboratory Of Big Data Mining And Knowledge Management
Beijing, 100049, China
Beijing, 100049, China
Last Updated: 09/26/2026
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Found 23 publications
The cluster D-trace loss for differential network analysis.
Journal: Journal of applied statistics
Published: July 29, 2024
Prediction Consistency Regularization for Learning with Noise Labels Based on Contrastive Clustering.
Journal: Entropy (Basel, Switzerland)
Published: February 03, 2024
Clustering on hierarchical heterogeneous data with prior pairwise relationships.
Journal: BMC bioinformatics
Published: September 14, 2023
Information-incorporated sparse hierarchical cancer heterogeneity analysis.
Journal: Statistics in medicine
Published: July 08, 2023
Aligned deep neural network for integrative analysis with high-dimensional input.
Journal: Journal of biomedical informatics
Published: April 02, 2023
Survival Analysis with High-Dimensional Omics Data Using a Threshold Gradient Descent Regularization-Based Neural Network Approach.
Journal: Genes
Published: August 18, 2022
Consistent estimation of the number of communities via regularized network embedding.
Journal: Biometrics
Published: June 07, 2022
HeteroGGM: an R package for Gaussian graphical model-based heterogeneity analysis.
Journal: Bioinformatics (Oxford, England)
Published: January 15, 2021
Hierarchical cancer heterogeneity analysis based on histopathological imaging features.
Journal: Biometrics
Published: January 11, 2021
Gaussian graphical model-based heterogeneity analysis via penalized fusion.
Journal: Biometrics
Published: September 19, 2020
Histopathological imaging features- versus molecular measurements-based cancer prognosis modeling.
Journal: Scientific reports
Published: June 01, 2020
Last Updated: 09/26/2026