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05/16/2023
BOSS – Biomarker Optimal Segmentation System
Motivation: Precision medicine is a major trend in the future of medicin...
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12/30/2022
Essential Number of Principal Components and Nearly Training-Free Model for Spectral Analysis
Through a study of multi-gas mixture datasets, we show that in multi-com...
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11/30/2022
Novel Modelling Strategies for High-frequency Stock Trading Data
Full electronic automation in stock exchanges has recently become popula...
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11/27/2022
Dynamics of Fecal Coliform Bacteria along Canada's Coast
The vast coastline provides Canada with a flourishing seafood industry i...
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10/01/2021
A systematic evaluation of methods for cell phenotype classification using single-cell RNA sequencing data
Background: Single-cell RNA sequencing (scRNA-seq) yields valuable insig...
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08/13/2021
Multi-Stage Graph Peeling Algorithm for Probabilistic Core Decomposition
Mining dense subgraphs where vertices connect closely with each other is...
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07/05/2020
Handling high correlations in the feature gene selection using Single-Cell RNA sequencing data
Motivation: Selecting feature genes and predicting cells' phenotype are ...
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05/21/2020
The Optimal Design of Clinical Trials with Potential Biomarker Effects, A Novel Computational Approach
As a future trend of healthcare, personalized medicine tailors medical t...
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04/29/2020
Optimal Study Design for Reducing Variances of Coefficient Estimators in Change-Point Models
In longitudinal studies, we observe measurements of the same variables a...
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01/31/2019
Logistic Box-Cox Regression to Assess the Shape and Median Effect under Uncertainty about Model Specification
The shape of the relationship between a continuous exposure variable and...
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01/29/2019
Simultaneous prediction of multiple outcomes using revised stacking algorithms
Motivation: HIV is difficult to treat because its virus mutates at a hig...
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06/21/2018