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09/21/2023
Survival causal rule ensemble method considering the main effect for estimating heterogeneous treatment effects
With an increasing focus on precision medicine in medical research, nume...
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07/27/2023
Causal rule ensemble method for estimating heterogeneous treatment effect with consideration of main effects
This study proposes a novel framework based on the RuleFit method to est...
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01/06/2023
Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset
Early detection of esophagitis is important because this condition can p...
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09/27/2022
Wilcoxon-type Multivariate Cluster Elastic Net
We propose a method for high dimensional multivariate regression that is...
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06/17/2022
Rules Ensemble Method with Group Lasso for Heterogeneous Treatment Effect Estimation
The increasing scientific attention given to precision medicine based on...
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01/01/2022
Performance Comparison of Deep Learning Architectures for Artifact Removal in Gastrointestinal Endoscopic Imaging
Endoscopic images typically contain several artifacts. The artifacts sig...
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07/31/2021
Estimation and visualization of treatment effects for multiple outcomes
We consider a randomized controlled trial between two groups. The object...
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07/08/2020