Common Data Linkage IssuesChallenges and Solutions

来源 :数学统计在医学成像及大数据应用的集成方法研讨会(MSMIA2016) | 被引量 : 0次 | 上传用户：yjso579202

【摘要】

：

　　Data enrichment has been undertaken widely in practice to increase ei-ther subject-level information by combining individual clinical data,omics data and im

【作者】

：

Peter Xuekun Song

【机构】

：

UniversityofMichigan,USA

【出处】

：

数学统计在医学成像及大数据应用的集成方法研讨会(MSMIA2016)

【发表日期】

：

2016年12期

下载到本地 , 更方便阅读

下载此文赞助VIP

声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架

论文部分内容阅读

　　Data enrichment has been undertaken widely in practice to increase ei-ther subject-level information by combining individual clinical data,omics data and imaging data,or cohort-level information by combining data from groups.

其他文献

Statistical Learning for Multi-modal Data in Lung Cancer Detection

　　Modern Clinical research studies commonly acquire complementary multi-modal and multi-source data for each patient in order to obtain a more accurate and ri

会议

Change-point Detection for Locally Dependent Data

　　Local dependence is common in high-dimension and non-Euclidean data sequences.We consider the testing and estimation of change-points in such sequences.A ne

会议

Bayesian Inference for the Directional Brain Network Modeled by High-dimensional Damped Harmonic Osc

　　We use ordinary differential equations(ODE)to model the directional interaction,also called effective connectivity,among brain regions.In contrast to existi

会议

Balance Many Important Covariates in Causal Inference

　　This article introduces a new randomization procedure to improve the covariate balance across treatment groups.Covariate balance is one of the most im-porta

会议

Big Data Challenges in Psychiatry

　　Current psychiatric diagnoses are based primarily on self-reported expe-riences.Unfortunately,treatments for the diagnoses are not effective for all patient

会议

On Laudau-Kolmogorov Inequalities for Dissipative Operators

　　We revisit Katos theory on Landau-Kolmogorov(or Kallman-Rota)inequalities for dissipative operators in an algebraic framework in a scalar product space.This

会议

Exponentially Tilted Likelihood Inference on Growing Dimensional Uncondi-tional Moment Models

　　Growing-dimensional data with likelihood unavailable are often encoun-tered in various fields.This paper presents a penalized exponentially tilted likelihoo

会议

Testing the Homogeneity of Several High Dimensional Correlation Matrices

　　This paper tests the equality of several high dimensional correlation ma-trices.The proposed testing methods are valid for sparse matrices or non-sparse mat

会议

Integrating Imaging and Genetic Data for Understanding Neuropsychological Disorders

　　Neuroimaging has the potential to better illuminate the complex genetic basis of neuropsychological disorders,which have a biological basis rooted in brain

会议

Infinite-time Bubbling in the Critical Nonlinear Heat Equation

　　In this talk I will present two results concerning construction of infinite time bubbling solutions for critical nonlinear heat equations of Fujita type.The

会议

Common Data Linkage IssuesChallenges and Solutions

其他学术论文