RANDOMIZATION INFERENCE FOR CLUSTER-RANDOMIZED TEST-NEGATIVE DESIGNS WITH APPLICATION TO DENGUE STUDIES: UNBIASED ESTIMATION, PARTIAL COMPLIANCE, AND STEPPED-WEDGE DESIGN [0.03%]
用于登革热研究的集群随机化测试阴性设计的随机化推理：无偏估计，部分依从性和逐步楔形设计
Bingkai Wang,Suzanne M Dufault,Dylan S Small et al.
Bingkai Wang et al.
In 2019, the World Health Organization identified dengue as one of the top 10 global health threats. For the control of dengue, the Applying Wolbachia to Eliminate Dengue (AWED) study group conducted a cluster-randomized trial in Yogyakarta...
SPACE-TIME SMOOTHING MODELS FOR SUBNATIONAL MEASLES ROUTINE IMMUNIZATION COVERAGE ESTIMATION WITH COMPLEX SURVEY DATA [0.03%]
基于复杂调查数据的亚国家麻疹常规免疫覆盖率时空平滑模型估算方法研究
Tracy Qi Dong,Jon Wakefield
Tracy Qi Dong
Despite substantial advances in global measles vaccination, measles disease burden remains high in many low- and middle-income countries. A key public health strategy for controlling measles in such high-burden settings is to conduct supple...
By William J Artman,Indrabati Bhattacharya,Ashkan Ertefaie et al.
By William J Artman et al.
The cyclical and heterogeneous nature of many substance use disorders highlights the need to adapt the type and/or the dose of treatment to accommodate the specific and changing needs of individuals. The Adaptive Treatment for Alcohol and C...
OUTCOME-GUIDED DISEASE SUBTYPING BY GENERATIVE MODEL AND WEIGHTED JOINT LIKELIHOOD IN TRANSCRIPTOMIC APPLICATIONS [0.03%]
基于生成模型和加权联合似然的转录组应用结果导向疾病分型
Yujia Li,Peng Liu,Wenjia Wang et al.
Yujia Li et al.
With advances in high-throughput technology, molecular disease subtyping by high-dimensional omics data has been recognized as an effective approach for identifying subtypes of complex diseases with distinct disease mechanisms and prognoses...
SEMIPARAMETRIC LINEAR REGRESSION WITH AN INTERVAL-CENSORED COVARIATE IN THE ATHEROSCLEROSIS RISK IN COMMUNITIES STUDY [0.03%]
动脉粥样硬化风险社区研究中的半参数线性回归与区间缺失的协变量
Richard Sizelove,Donglin Zeng,Dan-Yu Lin
Richard Sizelove
In longitudinal studies, investigators are often interested in understanding how the time since the occurrence of an intermediate event affects a future outcome. The intermediate event is often asymptomatic such that its occurrence is only ...
UTILIZING A CAPTURE-RECAPTURE STRATEGY TO ACCELERATE INFECTIOUS DISEASE SURVEILLANCE [0.03%]
利用捕获重捕策略加速传染病监测工作
Lin Ge,Yuzi Zhang,Lance Waller et al.
Lin Ge et al.
Monitoring key elements of disease dynamics (e.g., prevalence, case counts) is of great importance in infectious disease prevention and control, as emphasized during the COVID-19 pandemic. To facilitate this effort, we propose a new capture...
A DEEP NEURAL NETWORK TWO-PART MODEL AND FEATURE IMPORTANCE TEST FOR SEMI-CONTINUOUS DATA [0.03%]
一种半连续型数据的深度神经网络两部分模型及其特征重要性检验方法研究
Baiming Zou,Xinlei Mi,Shiyu Wan et al.
Baiming Zou et al.
Semi-continuous data frequently arise in clinical practice. For example, while many surgical patients still suffer from varying degrees of acute postoperative pain (POP) sometime after surgery (i.e., POP score > 0), others experience none (...
HETEROGENEOUS TREATMENT AND SPILLOVER EFFECTS UNDER CLUSTERED NETWORK INTERFERENCE [0.03%]
异质性处理和溢出效应下的集群网络干扰问题研究
Falco J Bargagli-Stoffi,Costanza Tortú,Laura Forastiere
Falco J Bargagli-Stoffi
The bulk of causal inference studies rule out the presence of interference between units. However, in many real-world scenarios, units are interconnected by social, physical, or virtual ties, and the effect of the treatment can spill from o...
Elena Tuzhilina,Trevor Hastie,Mark Segal
Elena Tuzhilina
Reconstructing three-dimensional (3D) chromatin structure from conformation capture assays (such as Hi-C) is a critical task in computational biology, since chromatin spatial architecture plays a vital role in numerous cellular processes an...
DYNAMIC PREDICTION WITH MULTIVARIATE LONGITUDINAL OUTCOMES AND LONGITUDINAL MAGNETIC RESONANCE IMAGING DATA [0.03%]
基于纵向多变量结果和磁共振影像数据的动态预测方法研究
Haotian Zou,Luo Xiao,Donglin Zeng et al.
Haotian Zou et al.
Alzheimer's Disease (AD) is a common neurodegenerative disorder impairing multiple domains. Recent AD studies, for example, the Alzheimer's Disease Neuroimaging Initiative (ADNI) study, collect multimodal data to better understand AD severi...