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05/31/2023
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images
Micro-ultrasound (micro-US) is a novel 29-MHz ultrasound technique that ...
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10/17/2022
Efficient surrogate-assisted inference for patient-reported outcome measures with complex missing mechanism
Patient-reported outcome (PRO) measures are increasingly collected as a ...
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11/11/2020
Learning a high-dimensional classification rule using auxiliary outcomes
Correlated outcomes are common in many practical problems. Based on a de...
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10/26/2020
Relative Contrast Estimation and Inference for Treatment Recommendation
When there are resource constraints, it is important to rank or estimate...
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07/08/2020
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score
With the increasing adoption of electronic health records, there is an i...
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12/20/2019
Robust Estimation and Variable Selection for the Accelerated Failure Time Model
This paper considers robust modeling of the survival time for cancer pat...
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04/15/2018
Estimating Individualized Optimal Combination Therapies through Outcome Weighted Deep Learning Algorithms
With the advancement in drug development, multiple treatments are availa...
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04/15/2018