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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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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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09/20/2018
ConvPath: A Software Tool for Lung Adenocarcinoma Digital Pathological Image Analysis Aided by Convolutional Neural Network
The spatial distributions of different types of cells could reveal a can...
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02/22/2018