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02/20/2022
Pairwise Nonlinear Dependence Analysis of Genomic Data
In The Cancer Genome Atlas (TCGA) dataset, there are many interesting no...
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12/01/2019
Joint and individual analysis of breast cancer histologic images and genomic covariates
A key challenge in modern data analysis is understanding connections bet...
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07/17/2019
Deep Multi-View Learning via Task-Optimal CCA
Canonical Correlation Analysis (CCA) is widely used for multimodal data ...
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07/17/2018
Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines
Many problems that appear in biomedical decision making, such as diagnos...
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06/13/2018