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Robust Functional Principal Component Analysis Based on a New Regression Framework

Journal of agricultural, biological, and environmental statistics, 2022-09, Vol.27 (3), p.523-543

2022

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uTPI: A utility‐based toxicity probability interval design for phase I/II dose‐finding trials

Statistics in medicine, 2021-05, Vol.40 (11), p.2626-2649

2021

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Control of Type I Error Rates in Bayesian Sequential Designs

Bayesian analysis, 2019-06, Vol.14 (2)

2019

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qTPI: A quasi-toxicity probability interval design for phase I trials with multiple-grade toxicities

Statistical methods in medical research, 2023-07, Vol.32 (7), p.1389-1402

2023

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Landmark cure rate models with time-dependent covariates

Statistical methods in medical research, 2017-10, Vol.26 (5), p.2042-2054

2017

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A unified Bayesian framework for exact inference of area under the receiver operating characteristic curve

Statistical methods in medical research, 2021-10, Vol.30 (10), p.2269-2287

2021

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Reconnecting p-Value and Posterior Probability Under One- and Two-Sided Tests

The American statistician, 2021-07, Vol.75 (3), p.265-275

2021

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Early inner plexiform layer thinning and retinal nerve fiber layer thickening in excitotoxic retinal injury using deep learning-assisted optical coherence tomography

Acta neuropathologica communications, 2024-02, Vol.12 (1), p.19-19, Article 19

2024

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Bayesian Enhancement Two-Stage Design for Single-Arm Phase II Clinical Trials with Binary and Time-to-Event Endpoints

Biometrics, 2018-09, Vol.74 (3), p.1055-1064

2018

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Bayesian adaptive model selection design for optimal biological dose finding in phase I/II clinical trials

Biostatistics (Oxford, England), 2023-04, Vol.24 (2), p.277

2023

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Dynamic prediction with time‐dependent marker in survival analysis using supervised functional principal component analysis

Statistics in medicine, 2022-08, Vol.41 (18), p.3547-3560

2022

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Comparative review of novel model‐assisted designs for phase I/II clinical trials

Biometrical journal, 2024-06, Vol.66 (4), p.e2300398-n/a

2024

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Functional principal component analysis for longitudinal data with informative dropout

Statistics in medicine, 2021-02, Vol.40 (3), p.712-724

2021

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Two-stage seamless transition design from open-label single-arm to randomized double-arm clinical trials

Statistical methods in medical research, 2018-01, Vol.27 (1), p.158-171

2018

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Cost-Sensitive Learning for Medical Insurance Fraud Detection with Temporal Information

IEEE transactions on knowledge and data engineering, 2023-10, Vol.35 (10), p.1-14

2023

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Bayesian single‐to‐double arm transition design using both short‐term and long‐term endpoints

Pharmaceutical statistics : the journal of the pharmaceutical industry, 2023-07, Vol.22 (4), p.588-604

2023

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Bayesian Two-Stage Design for Phase II Clinical Trials with Switching Hypothesis Tests

Bayesian analysis, 2017-03, Vol.12 (1)

2017

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Bayesian randomized clinical trials: From fixed to adaptive design

Contemporary clinical trials, 2017-08, Vol.59, p.77-86

2017

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Boosting conditional logit model

Journal of choice modelling, 2018-03, Vol.26, p.48-63

2018

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Dynamic Survival Prediction Using Sparse Longitudinal Images via Multi-Dimensional Functional Principal Component Analysis

Journal of computational and graphical statistics, 2024-05, p.1-12

2024

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A Unified Bayesian Framework for Exact Inference of Area Under the ROC Curve

Statistical methods in medical research, 2021-09, Vol.30 (10), p.2269-2287

2021

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START: single‐to‐double arm transition design for phase II clinical trials

Pharmaceutical statistics : the journal of the pharmaceutical industry, 2020-07, Vol.19 (4), p.454-467

2020

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Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction

Journal of computational and graphical statistics, 2022-10, Vol.31 (4), p.1127-1140

2022

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Jointly modelling multiple transplant outcomes by a competing risk model via functional principal component analysis

Journal of applied statistics, 2023, Vol.50 (1), p.43-59

2023

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Early diagnosis of Alzheimer’s disease on ADNI data using novel longitudinal score based on functional principal component analysis

Journal of medical imaging (Bellingham, Wash.), 2021-03, Vol.8 (2), p.024502-024502

2021

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Robust Functional Principal Component Analysis Based on a New Regression Framework

uTPI: A utility‐based toxicity probability interval design for phase I/II dose‐finding trials

Control of Type I Error Rates in Bayesian Sequential Designs

qTPI: A quasi-toxicity probability interval design for phase I trials with multiple-grade toxicities

Landmark cure rate models with time-dependent covariates

A unified Bayesian framework for exact inference of area under the receiver operating characteristic curve

Reconnecting p-Value and Posterior Probability Under One- and Two-Sided Tests

Early inner plexiform layer thinning and retinal nerve fiber layer thickening in excitotoxic retinal injury using deep learning-assisted optical coherence tomography

Bayesian Enhancement Two-Stage Design for Single-Arm Phase II Clinical Trials with Binary and Time-to-Event Endpoints

Bayesian adaptive model selection design for optimal biological dose finding in phase I/II clinical trials

Dynamic prediction with time‐dependent marker in survival analysis using supervised functional principal component analysis

Comparative review of novel model‐assisted designs for phase I/II clinical trials

Functional principal component analysis for longitudinal data with informative dropout

Two-stage seamless transition design from open-label single-arm to randomized double-arm clinical trials

Cost-Sensitive Learning for Medical Insurance Fraud Detection with Temporal Information

Bayesian single‐to‐double arm transition design using both short‐term and long‐term endpoints

Bayesian Two-Stage Design for Phase II Clinical Trials with Switching Hypothesis Tests

Bayesian randomized clinical trials: From fixed to adaptive design

Boosting conditional logit model

Dynamic Survival Prediction Using Sparse Longitudinal Images via Multi-Dimensional Functional Principal Component Analysis

A Unified Bayesian Framework for Exact Inference of Area Under the ROC Curve

START: single‐to‐double arm transition design for phase II clinical trials

Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction

Jointly modelling multiple transplant outcomes by a competing risk model via functional principal component analysis

Early diagnosis of Alzheimer’s disease on ADNI data using novel longitudinal score based on functional principal component analysis

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