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Samuel Müller

Macquarie University

H指数:26

被引数:3,607

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Synthetic tabular health data generation: a practical comparison between correlation and model-based statistical approach and the conditional generative adversarial network approach

合成表格健康数据生成：相关性与模型基础的统计方法与条件生成对抗网络方法的实用比较

Journal of Statistical Computation and Simulation

IF1.2

2026-04-010

PRE

Data-adaptive automatic threshold calibration for stability selection

数据自适应自动阈值校准用于稳定性选择

Journal of Statistical Computation and Simulation

IF1.2

2026-02-010

PRE

Bayesian stability selection and inference on selection probabilities

贝叶斯稳定性选择及其选择概率的推断

Statistics and Computing

IF1.6

2026-01-160

OAAI

Two-stage sampling for better survival model performance

两阶段抽样以提高生存模型性能

BMC Medical Research Methodology

IF3.4

2025-10-290

OAAI

A Kidney Transplant Support System for Patient-Clinician Shared Decision-Making

一个用于医患共同决策的肾脏移植支持系统

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2025-05-100

OA

Robust variable selection methods with Cox model-a selective practical benchmark study

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-10-140

OAAI

Evaluating and Enhancing Artificial Intelligence Models for Predicting Student Learning Outcomes

INFORMATICS-BASEL

IF2.8

2024-07-151

OA

simKAP: simulation framework for the kidney allocation process with decision making model

simKAP: 带有决策模型的肾脏分配过程仿真框架

SCIENTIFIC REPORTS

IF3.9

2023-09-291

OAAI

NEMoE: a nutrition aware regularized mixture of experts model to identify heterogeneous diet-microbiome-host health interactions

NEMoE: 一个具有营养意识的正规化混合专家模型，用于识别异质饮食-微生物组-宿主健康相互作用

IF12.7

2023-03-152

OAAI

SurvBenchmark: comprehensive benchmarking study of survival analysis methods using both omics data and clinical data

IF3.9

2022-07-306

OAAI

Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine

NPJ DIGITAL MEDICINE

IF15.1

2022-07-043

OAAI

The Gut Microbiome in Parkinson's Disease: A Longitudinal Study of the Impacts on Disease Progression and the Use of Device-Assisted Therapies

FRONTIERS IN AGING NEUROSCIENCE

IF4.5

2022-05-1724

OAAI

Nutritional Intake and Gut Microbiome Composition Predict Parkinson's Disease

营养摄入和肠道菌群组成预测帕金森病

FRONTIERS IN AGING NEUROSCIENCE

IF4.5

2022-05-1111

OAAI

GEE-Assisted Variable Selection for Latent Variable Models with Multivariate Binary Data

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2021-11-172

PRE

Prediction modeling-part 2: using machine learning strategies to improve transplantation outcomes

KIDNEY INTERNATIONAL

IF12.6

2021-04-019

PREAI

Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2018-06-199

OAAI

mplot: An R Package for Graphical Model Stability and Variable Selection Procedures

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2018-01-018

OA

Joint Selection in Mixed Models using Regularized PQL

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2017-06-1345

OAAI

Determination of prognosis in metastatic melanoma through integration of clinico-pathologic, mutation, mRNA, microRNA, and protein information

INTERNATIONAL JOURNAL OF CANCER

IF4.7

2014-07-2469

OAAI

Model Selection in Linear Mixed Models

STATISTICAL SCIENCE

IF3.4

2013-05-01222

OAAI