Regularized Deep Neural Networks for Combining Heterogeneous Features of Peptides in Data Independent Acquisition Mass Spectrometry
Research Publications
Advancing the frontiers of drug discovery through peer-reviewed scientific research
Journal
A Shrinkage-based Statistical Method for Testing Group Mean Differences in Quantitative Bottom-up Proteomics
Discovery of natural RORγt inhibitor using machine learning, virtual screening, and in vivo validation
Mass Spectral Data of Primary and Secondary Metabolites Changes in Medicinal Plants by Solvent Polarity
Hierarchical network analysis of co-occurring bioentities in literature
Cluster Analysis of Medicinal Plants and Targets Based on Multipartite Network
Conference
Probe-Less Chemoproteomics for CDK Inhibitor Target Profiling
A Bias Correction Method for Quantitative Chemical Proteomics Using Constrained Parallel Factor Analysis
Target Identification and Binding Site Mapping of CDK Inhibitors Using Limited Proteolysis-based Chemoproteomics
Development of hit compounds targeting STAT3 for autoimmune diseases and cancers using a chemoproteomics-driven approach
A Nonparametric Statistical Test of Group Mean Differences for Hierarchical Mass Spectrometry Data
DiProQ: Deep Learning-Based Method for Differential Analysis in Quantitative Proteomics