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08/28/2023
A generalized Bayesian stochastic block model for microbiome community detection
Advances in next-generation sequencing technology have enabled the high-...
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08/15/2023
Enhancing Visually-Rich Document Understanding via Layout Structure Modeling
In recent years, the use of multi-modal pre-trained Transformers has led...
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06/02/2023
Bayesian Segmentation Modeling of Epidemic Growth
Tracking the spread of infectious disease during a pandemic has posed a ...
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04/28/2021
BOOST-Ising: Bayesian Modeling of Spatial Transcriptomics Data via Ising Model
Recent technology breakthrough in spatial molecular profiling has enable...
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12/09/2020
Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images
With the advanced imaging technology, digital pathology imaging of tumor...
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12/07/2020
Predicting survival outcomes using topological features of tumor pathology images
Tumor shape and size have been used as important markers for cancer diag...
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12/06/2020
Bayesian Modeling of Spatial Molecular Profiling Data via Gaussian Process
The location, timing, and abundance of gene expression (both mRNA and pr...
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11/24/2020
Bayesian Landmark-based Shape Analysis of Tumor Pathology Images
Medical imaging is a form of technology that has revolutionized the medi...
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05/17/2020
Bayesian biclustering for microbial metagenomic sequencing data via multinomial matrix factorization
High-throughput sequencing technology provides unprecedented opportuniti...
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10/28/2019
RCRnorm: An integrated system of random-coefficient hierarchical regression models for normalizing NanoString nCounter data
Formalin-fixed paraffin-embedded (FFPE) samples have great potential for...
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02/23/2019
Bayesian Modeling of Microbiome Data for Differential Abundance Analysis
The advances of next-generation sequencing technology have accelerated s...
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12/23/2018
A Bayesian Zero-Inflated Negative Binomial Regression Model for the Integrative Analysis of Microbiome Data
Microbiome `omics approaches can reveal intriguing relationships between...
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02/22/2018