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09/04/2023
Direct and Indirect Treatment Effects in the Presence of Semi-Competing Risks
Semi-competing risks refer to the phenomenon that the terminal event (su...
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08/03/2023
ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction
Adverse drug reaction (ADR) prediction plays a crucial role in both heal...
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06/28/2023
Separable Pathway Effects of Semi-Competing Risks via Multi-State Models
Semi-competing risks refer to the phenomenon where a primary outcome eve...
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09/28/2021
Identification of the Heterogeneous Survivor Average Causal Effect in Observational Studies
Clinical studies are often encountered with truncation-by-death issues, ...
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06/07/2021
Joint Learning of Multiple Differential Networks with fMRI data for Brain Connectivity Alteration Detection
In this study we focus on the problem of joint learning of multiple diff...
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05/24/2021
Prevent the Language Model from being Overconfident in Neural Machine Translation
The Neural Machine Translation (NMT) model is essentially a joint langua...
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11/14/2020
Improving efficiency of inference in clinical trials with external control data
Suppose we are interested in the effect of a treatment in a clinical tri...
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07/03/2020
New Non-parametric Tests for Multivariate Paired Data
Paired data are common in many fields, such as medical diagnosis and lon...
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08/14/2019
On rank estimators in increasing dimensions
The family of rank estimators, including Han's maximum rank correlation ...
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12/25/2018