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Novel Model-based Methods for High-throughput Genomics Data Analysis
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K-mer Based Clustering for UMI Single Cell RNA-seq Data
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Statistical and Machine Learning Methods in the Studies of Epigenetics Regulation
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A Hierarchical Bayesian Approach to Detect DifferentiallyMethylated Loci from Bisulfite Sequencing Data
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Statistical and informatics methods for analyzing next generation
sequencing data
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Retinal Image Classification for Diagnosis of Vogt-Koyanagi-Harada
Disease
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Cell-type-specific analysis in Alzheimer’s disease
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Consensus clustering of subclone structure for multi-sample sequencing data
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Statistical Methods for Mediation Analysis of Omics Data
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Deciphering the Cell Type Specific Activities from High-throughput Omics Data
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